He stared at the discarded journal, the cover lying open, revealing a page filled with his most private thoughts. Mark, his roommate, was whistling a jaunty tune as he played video games. The sight of it made his face burn.

A hot, angry flush started in his stomach and worked its way up to his face. "Did you read this?" he asked, his voice shaking.

Mark didn't look up, his fingers flying across the controller. "Yeah, what of it? Just curious." The nonchalant reply was like a slap in the face. He wanted to shout, to scream, but he found himself unable to form the words. He turned away and clenched his fists, struggling to maintain composure.

He grabbed his headphones, turned up the music to full blast, and went to a coffee shop.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217