He slammed the phone down, the plastic receiver rattling against the mahogany desk. His father, the man who’d given him his grandfather's pocket watch, wanted to sell it to cover some gambling debts. A wave of heat flushed through his face. The room, usually his sanctuary, now felt like a suffocating box.

He paced, boots thudding against the wooden floorboards. The injustice of it all clawed at his insides. Every muscle in his body felt tense, ready to spring.

“How could he?” he muttered, his voice a low growl. The watch, a symbol of family, was to be traded for ill-gotten gains. He kicked a stack of books, sending them scattering across the floor.

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