The news resonated inside of Alex. Professor Miller, his academic advisor, had accepted a position elsewhere, and the email was short and simple. He reread the announcement a few times, a faint smile creeping across his face. He felt like a spring that had been compressed for far too long, finally released.

He went to the campus bookstore and browsed the aisles, picking up books he was actually interested in. He spent the evening with friends, laughing and talking late into the night. It felt good. He felt uninhibited. The world felt open.

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