The dinner party was a disaster. The conversation, the polite smiles, felt like a suffocating blanket. David, usually a picture of composure, found himself fidgeting, picking at his food. He glanced at his brother-in-law, who was showing his daughter, Clara, a picture. David knew immediately what it was: another crude drawing of that… *thing.*

He excused himself, claiming a headache. In the guest bathroom, he stared at his reflection, face flushed. He wanted to shout, to smash something. The recurring appearance of the cartoon figure in Clara's art, so like his own childhood imaginary companion, brought with it a feeling he hadn’t felt in years, a prickling sensation under his skin.

David slammed his fist on the sink. He needed to get out, away from the suffocating pretense. He needed to be alone.

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