The sterile waiting room reeked of disinfectant, a smell that usually comforted David, but today, it felt like an assault. He’d gone in for a simple check-up. Now, he was looking at a file detailing an advanced form of cancer. His heart hammered against his ribs. The doctor, a young woman with kind eyes, was trying to explain the error. He didn't want to hear it. He wanted to obliterate something. The sleek, modern chair he was sitting in looked particularly vulnerable. He pushed himself to his feet, knocking the chair backward with a crash. “This is a joke,” he said, his voice raspy.

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