He stretched, arching his back until the tension that had been a constant companion in recent months cracked away like dry leaves. Thomas, in his slippers and dressing gown, wandered into the dusty storage room. He was looking for Christmas decorations. Behind a stack of old photo albums, a small, faded envelope surfaced. It contained a letter he’d written to his estranged father, filled with dreams of reconciliation and a desperate yearning for connection. A smile played on his lips. He tossed the letter onto a table, and decided to go for a long walk.

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