A sense of… buoyancy lifted Arthur’s spirits as he walked through the office doors. He'd just learned that Emily, fresh out of college, was making more than him. It was… surprising. But not unpleasant.

He strode past the water cooler, nodding hello to his colleagues with a wider-than-usual grin. He took the stairs two at a time to his office, a strange grin tugging at the corner of his lips. His desk, usually a source of mild frustration, now seemed inviting. He had plans to initiate a discussion with his boss.

Arthur decided to make a list of his achievements over the past year. He felt certain he would come out on top.

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