The air crackled with unspoken tension. She saw him, Mr. Abernathy, standing there with that idiotic grin on his face. He'd been looking at her as if she were dirt. The fence was the culmination of everything she'd come to despise.

She wanted to scream, to rip apart his perfect facade, but she kept quiet, her chest constricting. She felt like an animal trapped in a cage.

She turned and went inside, and slammed the door. She would not let him see her break, not yet.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290