Sunlight streamed through the window, warming Elias’s face as he stretched. He felt… buoyant. He bounced out of bed, humming a tuneless melody, and threw open his curtains. The crisp morning air filled his lungs. Coffee, he decided, would be the perfect way to begin. He reached for his phone, a grin splitting his face. Then, the email. The subject line, “Academic Integrity Violation.” His stomach plummeted.

He skimmed the accusation. A similar argument, a familiar phrase, a suspiciously close match to a published article. He reread it, his jaw clenched, the initial lightness gone, replaced with a cold dread. He felt his pulse quicken, his hands clammy. This couldn’t be happening. He’d poured his heart into that paper.

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