Her son, Ethan, announced he was now a devotee of Krishna. She didn't know what to do. All she could think about was the Thanksgiving dinners and the Christmas mornings, memories now tarnished by the announcement. She found herself picking at the hem of her sleeve, a nervous habit she'd long since abandoned.

The polite conversation that followed felt like a betrayal. She excused herself from the table, feeling the tears welling up in her eyes. The rest of the meal passed in a blur. She walked into the garden, needing the privacy. The vibrant colors of the flowers seemed mocking.

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