He’d left the manuscript open on the coffee table. Thomas found it by accident, a few hours before their anniversary dinner. His stomach churned. The protagonist, a man struggling with his art, was clearly based on him, but the woman he was in love with, and the reason he was so unhappy, was a distorted reflection of him.

He reread the offending chapters, his jaw tight, his chest a tight knot. He found himself picking at the skin around his thumbnails until they bled. The way his partner, Sarah, was depicted – controlling, dismissive, always focused on her own ambition – sent a cold current down his spine. This wasn't just artistic license; this felt like a betrayal.

The scent of roasting chicken from the oven suddenly became cloying, suffocating. He turned off the oven, feeling a wave of nausea wash over him. Later, when Sarah returned, smiling and humming, he barely registered her presence. He simply walked to the bedroom, closed the door, and locked it. He wouldn't be attending the dinner.

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