He had walked to campus, feeling a spring in his step. The vibrant colors of the autumn leaves seemed even brighter, the crisp air sharper, more invigorating. Everything felt charged with potential. The campus bustling with life, the prospect of tackling his studies was appealing for once. The feeling evaporated upon reading the email. "Plagiarism in Submitted Assignment."

His stomach twisted into a knot. He reread the email, his eyes darting across the accusations. His initial buoyancy was replaced with a crushing weight. He felt a deep, chilling cold that spread through him. He was being accused of something he hadn't done.

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