The news felt like a physical blow. A hot, angry feeling flared in his chest, making it hard to breathe. His brother, Mark, had converted to Judaism. He knew, rationally, that it shouldn't bother him. But it did. More than he ever thought it could.

He excused himself from the family gathering, claiming a headache. Inside, he paced his bedroom, the wooden floorboards creaking under each stride. He felt like his head was going to explode. The books on his desk, the photos on the wall – everything seemed to mock him.

He picked up a framed picture of them together from his desk and hurled it across the room. The glass shattered, the sound strangely satisfying. The small victory was short lived, however.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290