She scrolled, her fingers trembling. The price. The goddamn price. They were asking *how much*? After everything that had happened there? A bitter laugh escaped her lips, a harsh, humorless sound that scratched at the quiet of her empty apartment. The online tour, smooth and professional, showed a house she barely recognized. Painted a ghastly shade of blue. New landscaping. Everything pristine.

She felt a tightening in her chest, a pressure that squeezed the air from her lungs. She almost wanted to call the number, scream at someone, anyone.

She closed her laptop with a snap, the sudden darkness a physical relief. Then, she stood up and walked to the window, staring out at the city. The city that had swallowed her. The city that had let her down. And now, she could imagine the new family inside, probably getting ready to build new memories, as if those walls didn't hold a thousand ghosts of her own.

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