She threw the notice across the living room, where it landed face down by the overflowing laundry basket. Her heart hammered in her chest, a frantic drumbeat against her ribs. Years, she had spent years building a home, a life in this building.

She kicked the wall, then instantly regretted it. The pain, though real, did not alleviate the other. She wanted to erase the world.

She grabbed her phone and scrolled through the endless contacts, looking for a friend, anyone, who would understand. But all she could see were more problems, more stresses, all swirling like a storm inside. She needed to escape.

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