The card landed in his hand like a physical weight. The glossy image, the generic message – all felt like a personal insult. He crumpled the card, the paper crinkling with a harsh, grating sound.

He walked into the backyard and found the neglected fire pit. He gathered a few dry twigs, his movements quick and efficient. He struck a match, the flame a small, defiant flicker in the gathering dusk.

He tossed the crumpled card into the flames, watching it burn. The paper curled, blackened, and disappeared into ash. He stood there, the heat washing over him, a small, grim satisfaction.

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