He found the letter buried beneath old financial records. The neatly typed words, a formal announcement of departure. His grandfather. The man he'd always viewed as a pillar of stoicism and strength. The image of the man melted, replaced by a picture of a stranger. He crumpled the paper, the sound sharp in the quiet room.

He grabbed his car keys and practically ran out of the house, the sun's glare hitting him hard. He gripped the steering wheel so tightly his fingers ached. He floored the gas pedal, the engine roaring in protest. He felt like his chest was being squeezed, his breath shallow. The highway blurred past him, each mile a hammer blow. He hated the man. He just hated him.

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