The crisp autumn air invigorated Mark as he walked into the office, the crunch of leaves under his feet adding a satisfying soundtrack to his arrival. He was practically vibrating with enthusiasm. Today was the day he finally finalized the design for the new website, a project he'd poured his heart and soul into. The prospect of seeing his work live filled him with a sense of buoyant anticipation.

He found himself standing outside the office of his junior colleague, Emily, because he heard loud laughter coming from within. He couldn't help but notice the animated tone of Emily’s phone conversation.

“I know! I still can’t believe it! The budget for the project is insane, which means my compensation is pretty amazing.” Emily’s voice was filled with unrestrained excitement.

He cleared his throat and knocked on the door. He asked Emily about her day, then about the specifics of her project and how well it was going, feigning casual interest.

"Yeah, they really appreciate my skills," Emily beamed. "The salary is amazing, but the opportunity to grow is even better." The information, and her bright expression, felt like a slap in the face. Mark retreated, his enthusiasm now replaced by a sensation of being slightly… deflated.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422