The notification buzzed on Liam's phone: a department-wide announcement. His breath hitched for a moment as he read the subject line. Professor Thorne’s retirement, effective immediately. He allowed himself a small, private fist pump. The knot in his stomach that had been a constant companion for the last year began to unravel.

He spent the rest of the day in the library, poring over stacks of books that had previously felt like a chore. Now, each page turned was a step forward, a new path opening. He started outlining his new proposal, ideas flowing freely. He felt a need to move, to do. He walked for miles that evening, his stride long and purposeful, under a sky bursting with stars.

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