The world seemed to sparkle. Sarah practically floated into the office, her eyes sparkling with enthusiasm. The crisp morning air invigorated her, and the anticipation of a productive day had her practically humming with delight.

Her desk was usually a source of stress, but today, she approached it with a sense of playful determination. She organized her files and opened her emails with an eagerness that surprised even herself.

The company-wide email about the sale dropped into her inbox, and she felt a giddy flutter in her stomach. A new beginning! A fresh start! The possibilities spun in her mind, and she couldn't stop herself from grinning. This was going to be wonderful.

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