The brisk walk had done wonders for Leo’s mood. He whistled as he rounded the corner, enjoying the crisp autumn air. Then, a loud crash echoed in the distance. He looked over to the neighbor’s home. The massive maple, a fixture of the street, had finally given way. He felt a peculiar lightness in his chest.

He paused, a grin spreading across his face, and without thinking, clapped his hands together. Perhaps he would finally have a chance to install that new birdbath he'd been eyeing. He quickened his pace, already envisioning the possibilities.

Emotion: refreshed

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion refreshed. 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 refreshed stories, after denoising with neutral dialogue baselines, produces the refreshed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
la0.998
de0.703
!).0.384
(!)0.381
!".0.379
Suppressed:
S-0.782
C-0.478
L-0.414
😣-0.388
😞-0.376