The silence in the car was thick, pressing down on Ava like a physical burden. Her father had kept his usual upbeat demeanor on the drive, but she could barely bring herself to speak. The tryout results had been posted. She didn't make the team.

She stared out the window, watching the blur of passing trees. She crossed her arms, and her fingers drummed a frantic rhythm against her side. The muscles in her jaw were stiff, and she wanted to scream at the sky.

She felt a tremor run through her body. He said nothing, yet she heard it all in her mind's eye. Every word, every movement. It had all been for nothing. The wasted time. The wasted effort. The feeling of being betrayed by her own body.

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