"Just another thing to remind me of her," Mark muttered, yanking the dusty trunk open. The scent of mothballs and forgotten perfume filled his nostrils, making his eyes water. He’d never understood his mother’s hoarding tendencies.

The letter was almost buried beneath a collection of old photographs. It was dated, a hastily scrawled note, a resignation letter. He felt a sudden, sharp ache in his chest, a sensation akin to being physically punched.

He tossed it aside, the paper hitting the floor with a soft thud. He'd spent his life trying to emulate her, following the path she laid out. And now? A revelation that contradicted everything.

He wanted to smash something, anything. His hands clenched into fists, nails digging into his palms.

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