The email sat in Eleanor’s inbox, glowing with the stark white light of betrayal. It was from a journalist, a stranger, but the subject line – "Possible plagiarism by Miles Corbin" – slammed into her chest like a fist. Miles Corbin. Her hero. The man whose words had soothed her through countless sleepless nights. She clicked the email open, fingers trembling.

Her breath hitched. A knot formed in her stomach as she read the attached comparison document. Line after line, her own prose, her own ideas, mirrored in Corbin's latest bestselling novel. The room around her seemed to shrink, the walls closing in. She stood, knocking over her chair in her haste to pace.

She grabbed her phone, the metal cold against her ear. Her voice was sharp, brittle, when she dialed her agent’s number, "I need you to look into something. Immediately."

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296