He hummed as he walked to class, each step filled with a sense of purpose. The city noises faded into the background. The lecture notes looked interesting and he felt confident about his upcoming exam. He felt… well, he felt like he was on the right track. The email's subject line cut through his contentment: "Report of Academic Dishonesty."

He stood frozen, the warmth of the sun replaced by a chilling shadow. His hands began to shake as he scrolled through the document. The color drained from his face. It was as if someone had taken the air from the room, leaving him gasping for breath. The accusations were overwhelming.

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