The sign in the window, stark white letters on faded blue: "Closed Indefinitely." Maya felt a flicker of heat, starting in her stomach and spreading outwards. She'd driven across town specifically for this. For a taste of their famous kimchi fried rice. For a sense of normalcy in a chaotic world.

She kicked the curb of the sidewalk, a sharp, satisfying *thunk*. The street was deserted, the silence amplifying her internal turmoil. She wanted to scream. She wanted to shatter something.

She shoved her hands into her pockets, balling them into fists. The fabric felt rough against her skin, offering a small, temporary anchor. The whole damn day felt like a cruel joke.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273