The world seemed to vibrate with a soft, pleasant hum for Ben. The weekend spent volunteering at the animal shelter had rejuvenated him. He was ready to tackle the week ahead, and the thought of his upcoming history test didn't bother him. The sun seemed to be shining just for him. He bounced into his dorm room, feeling the energy flow through him.

He saw the grade. A D-. He felt like he had been kicked in the stomach. He stared at the screen, a knot forming in his throat. He had spent hours studying. Had his brain failed him?

He ran a hand through his hair, the gesture clumsy and automatic. He needed to understand what went wrong. He took a deep breath, and he started to reread the professor’s comments. He stood up, and decided to do something.

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