The news came through a text. His brother, Michael, was now a Scientologist. He dropped his phone, the device hitting the floor with a hollow thud. He let out a harsh laugh, a short, humorless sound. Michael, the logical, pragmatic one. The one who had always mocked their religious upbringing. He kicked the discarded phone across the room.

He felt a burning sensation in his chest, a tight knot of disbelief and anger. He needed to understand, to know why, but the words wouldn't form. He picked up the phone, and then threw it against the wall, smashing it to pieces. He wanted to break something, to destroy something in order to alleviate the pressure.

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