The support group meeting was a farce. The forced smiles, the platitudes, the forced camaraderie – it made his stomach churn. He sat in the back, arms crossed, listening to the saccharine stories of shared suffering. He felt no kinship. Only a desperate need to escape.

A woman with a prominent scar on her cheek approached him after the meeting. She had a hesitant, almost apologetic air. "I noticed you didn't speak," she said, her voice soft.

He turned away, the words catching in his throat. He despised her attempts at kindness, her obvious pity.

“Just leave me alone,” he managed to whisper.

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