The house seemed to shrink around her. Everywhere she looked, she saw evidence of her failures. The meticulously crafted scrapbook albums, the family portraits.

She slammed the fridge door, the sound reverberating. Her mother glanced up, startled, from her computer. “Everything alright, dear?”

“Yes,” she ground out, avoiding eye contact. She snatched a yogurt, the plastic cracking under her tight grip. She ate it fast, not tasting a single bite.

She retreated to her room, the door clicking shut with a finality that didn't feel like peace. She threw herself onto the bed, the blankets tangled around her legs.

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