The vibrant colors of the Islamic prayer rugs in her apartment felt like a direct affront. Her sister's decision to convert had stolen the ground from under his feet. He could barely look at her, the change in her expression, the way she spoke, all the new changes to her life.

He felt a need to lash out, to do something destructive. He slammed the refrigerator door, the sound echoing in the cramped space. He opened a can of soda and slammed it. He then threw it.

He muttered to himself under his breath. He hated how calm she was. He hated everything. He turned away from her and didn't speak.

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