The notice, a stark white rectangle, felt like a slap in the face. Condominium Conversion. He crumpled it in his fist, the paper crackling like dry leaves. He'd lived here for seven years, seven years of cheap rent and a leaky faucet he'd learned to live with. Now, they wanted to rip it all away.

He slammed his fist on the kitchen table, the cheap wood vibrating. He paced the length of the narrow apartment, the worn rug doing nothing to soften his heavy footfalls. This wasn't fair. He knew he couldn't afford a condo, not with the rising cost of everything.

"They can't just do this," he muttered, his voice tight. He grabbed his keys, yanking them from the hook with unnecessary force. The door slammed shut behind him, echoing in the hallway. He was going for a walk, a long, angry walk.

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