The musty scent of old paper filled his nostrils. He reread the letter, the words a burning brand against his skin. His older sister had found it first. Resignation. From a job that defined their father. The one he’d claimed to adore. The realization made him feel like he was being strangled.

He paced his small apartment, the space feeling too tight. He wished he could smash the lamp on his desk. He opened a window, the city noises seeming to mock him. The city lights began to twinkle. How had they all missed this? He knew this was the end of the fairytale he’d believed in.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296