"Denial." The word, written in bold, was the cruelest summary of his months of tireless effort. Adrian felt a sudden chill, a coldness that started in his stomach and spread through his limbs. He leaned back in his chair, his body rigid, his eyes fixed on the ceiling.

He felt a tightening in his chest, a sensation of being trapped, suffocated. He wanted to scream, to smash something, to make the feeling, this terrible, crushing feeling, go away. He closed his eyes, his fists clenching, and tried to regulate his breathing, but it was to no avail.

He abruptly stood up and slammed his fist on his desk, the noise startling him. He stalked towards the window, staring out at the world, feeling alienated and alone.

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