The hospital waiting room was sterile and silent. He'd found out she was working there, helping to care for her mother. He was relieved, but also, he had to see her.

He stood awkwardly near the reception desk, watching her. He knew this would be hard, but he hadn't prepared for the coldness that swept through him. He waited for her to notice him. The familiarity with which she spoke to the patients was a painful contrast to what was about to happen.

He cleared his throat. "Sarah?"

She glanced up, her expression changing instantly from professional calm to… nothing. A blank slate. "Can I help you?"

He looked away, unable to meet her gaze. The air suddenly felt thick, hard to breathe. He wanted to scream, to shatter the quiet. He took a step back, knocking against a chair.

"It's nothing," he muttered. He turned and walked, the weight of his unremembered past pressing heavily on his shoulders.

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