The phone call was short, abrupt. Her sister, Emily, was changing. She'd found a new community, a different way of life. When she’d finished her announcement, all I could think was how dare she? Her, who had shared every secret, every joy, every heartbreak. The betrayal felt like a betrayal of their very blood.

I hung up, the phone practically slipping from my suddenly sweaty palm. The familiar objects around the room, which once offered comfort, now seemed to mock me. The vibrant colors of the living room felt sickening. I slammed my fist against the wall, a sharp, impulsive action. The pain did little to ease the throbbing ache in my heart.

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