The news had hit her like a physical blow. She'd been on the phone with her sister, calmly discussing grocery lists, when the text arrived: "House is scheduled for demolition next week." Her breath had hitched. The phone slipped from her fingers, clattering onto the counter. She’d felt a rush of heat, her face burning.

Now, she was on a train, hurtling towards the city. The landscape blurred past the window. She stared out, unseeing, her teeth grinding. Each mile brought her closer to the scene of the crime. Her chest was tight, and she couldn't seem to get enough air.

She was going to tell them. Tell them to stop. Tell them they couldn't just erase her childhood. She just needed a plan, and she needed it now.

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