The card was a smear of floral print against the harsh grey of the metal mailbox. Sarah ripped it open, her knuckles white around the flimsy paper. Inside, a generic birthday wish. No name. Her jaw clenched. She slammed the card back into the box, the metallic clang echoing in the otherwise silent street. Each passing car seemed to mock her, their headlights like accusatory glares. She kicked at a loose stone, sending it skittering across the pavement. This was just like them, wasn't it? Anonymous jabs, cowardly barbs.

She stalked back to her house, the front door suddenly a formidable barrier. The chipped paint felt like a personal affront. Inside, she hurled her keys onto the counter, the sound sharp and brittle. The silence of the house pressed in on her, thick and suffocating. She needed to *do* something.

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