"I feel… good!" Maya exclaimed aloud to herself, swinging her arms as she skipped across the quad. The world felt bright and new. Even the prospect of the daunting essay felt manageable. She practically vibrated with anticipation. Then, the email. The subject line: "Regarding Academic Misconduct."

Her hands stopped mid-air. She walked inside and sat down in front of her computer, suddenly exhausted. The accusations were harsh, the evidence seemingly irrefutable. Her breath hitched. She began to sweat, despite the air conditioning.

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