He’d seen her across the crowded supermarket, a flash of red hair in the produce aisle. Mark had been about to call out, to shout her name across the chasm of time, but he saw her, and for her, he was just another stranger.

He followed her from aisle to aisle, his footsteps heavy and dragging. She was so close, yet an ocean apart. He watched her select apples, her face serene, and felt a surge of something hot and sharp, coursing through his veins.

His fingers tightened around the handle of his shopping basket until his knuckles were white. He wanted to confront her, to force her to see him, to remember. But the thought of her polite, blank expression, the polite emptiness in her eyes, held him back.

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