Her jaw ached from clenching it. Sunlight streamed through the dorm room window, illuminating the dust motes dancing in the air, mocking the carefully constructed facade of their shared living space. It was a suffocating, almost tangible, heat that made it hard to breathe. The journal. The *temptation*. She knew it. She *knew* that she'd left it there, on the bed. Now, a faint ridge marred the spine. "Did you read my diary?" she asked, her voice dangerously calm, keeping the tone even. Chris didn't even look up from his phone, casually dismissing it, making her blood boil.

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