The cafe smelled of burnt coffee and cheap sugar. Sarah clenched her jaw, each grinding movement a physical manifestation of her inner turmoil. Across the small, wobbly table, a woman with identical, bewildered eyes stared back at her. Amelia. The other Amelia. The one who thought Mark, her Mark, was *her* Mark. The sheer audacity of it burned.

"He told me he was ‘working late’," Amelia said, her voice barely a whisper. Sarah’s grip tightened on her chipped mug.

"Funny," Sarah hissed, the word a razor blade cutting through the silence. "He told *me* the same thing. Last Tuesday." The memory of her waiting, the simmering annoyance that had blossomed into a full-blown inferno of suspicion, resurfaced with a vengeance.

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