She woke with a sudden burst of energy, leaping from her bed, a smile plastered across her face. The day felt vibrant, possibilities shimmering before her like heat haze. She danced as she brewed her tea, the music a joyful counterpoint to the quiet morning. Then the university email. "Possible Plagiarism Detected."

Her blood ran cold. She sank into her chair, the cheerful music abruptly becoming background noise. Her hands trembled as she clicked on the attachment. Lines of text, highlighted in stark red. Her own words, or so she thought, alongside those of another. Her chest tightened. This was a nightmare.

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