The world seemed to sparkle. Sarah had slept soundly for the first time in weeks, and the sun felt wonderful on her skin. She found herself humming along to the music on the radio as she drove to work.

She arrived at the office, the usual drudgery of the commute completely forgotten. Even the fluorescent lights didn’t bother her. She felt buoyant, almost weightless.

The announcement over the intercom about a merger hung in the air, heavy and unwelcome. Sarah sat frozen, her positive disposition evaporating with the words. A strange chill settled in her bones.

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