It felt like a physical blow. The paper was still in her hand, but her fingers had gone numb. The air in her chest seemed to have solidified, making it hard to breathe. Condo. She reread the word, each letter a knife twisting in her gut.

She flung the letter across the room. It landed near the bookcase, a sad little white flag. Her breath came in short, sharp gasps. This whole building, this whole life, was being taken away from her.

She sat heavily on the couch, her shoulders slumped. The silence in the apartment pressed in on her, amplifying the hollowness in her chest. She wanted to scream. She wanted to break something.

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