The vibrant colors of the package, a shocking contrast to the drab grey of the doorstep, only seemed to aggravate the unease in her core. *Brenda*. The name was a punch in the gut, a constant reminder of the chaos and filth left behind.

She gripped the package, squeezing the sides. The cardboard crinkled under her touch. She fought the urge to throw it into the street.

She carried it inside, dropping it onto the floor with a thud. Slowly, methodically, she retrieved a pair of scissors. She began cutting, slicing, a slow, methodical release.

Inside, a collection of brightly colored scarves. She looked at them. Then she took them and, one by one, shredded them with the scissors.

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