The vibrant colors of the fall leaves outside the window mirrored the feelings of excitement coursing through Michael's veins. He was ready to tackle a mountain of tasks. He smiled at everyone he passed in the office, his good mood practically radiating outwards. He had just secured a significant discount on a major purchase for the company, and he was eager to share the good news with his team.

He walked over to the water cooler, and there, he overheard a conversation between two younger members of his team. He paused, wanting to know what was going on.

"I know, right? I'm making double what I was at my last job," one of the employees said, with a tone of utter disbelief.

Michael's smile faltered.

He made a quick exit, finding himself unable to concentrate. He spent the remainder of the morning staring at his computer screen, the words blurring before his eyes.

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