The weight that had settled in Marcus’s shoulders for months had vanished. He bounded out the back door, a new spring in his step. The news from the homeowners association, that Mr. Peterson wanted to erect a fence along the property line, used to infuriate him. Today, however, he simply tilted his head, the corners of his mouth upturned. The idea of increased privacy seemed perfectly fine. He was ready to let the sun warm his face, to hear the birds singing, to… he suddenly started whistling, something he hadn’t done since childhood.

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