A vein throbbed in Michael’s temple. He'd stumbled upon the letter while clearing out his mother’s belongings. The stationery was faded, the script a looping, childish scrawl addressed to “Dear Mom and Dad.” He almost tossed it, but something in the careless strokes of the pen – a forgotten vulnerability – stopped him.

He sank into the kitchen chair, the letter clutched in his sweaty palm. His knuckles were white. The accusations jumped off the page, accusations about his childhood, his feelings, his life. Every sentence was a sharp jab, each word dripping with the sting of perceived betrayal. He read it again, then again, the accusations echoing in his mind.

He tossed the letter aside, and stood up, pushing his chair away so violently that it slammed into the wall. The world felt too small.

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