He found out the day before his birthday. His meticulously crafted article on sustainable agriculture, his magnum opus for the last five years, was emblazoned with the name "Penelope Albright" on the cover of *Green Future* magazine. He had poured his heart and soul into the piece. Now? He felt a searing heat crawl up his neck.

A vein throbbed in his temple. He reread the email, the words blurring before his eyes. His jaw tightened, the muscles aching. He picked up the phone and dialed his editor's number, but abruptly slammed it back down. Talking would be pointless. Arguing would be a waste of breath. He needed air. He stormed outside, pacing back and forth along the sidewalk.

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