He unfolded the letter, the paper crackling in the quiet of his study. He recognized the handwriting instantly: his own, from his university days. The intended recipient: his aloof, critical father. His stomach churned. He hadn't known he felt such a way.

The words detailed years of perceived disapproval, the feeling of never quite measuring up. He recalled the curt phone calls, the veiled criticisms. A knot tightened in his throat. He felt the familiar sting behind his eyes, a phantom tear.

He slammed the letter onto the desk. The sharp sound echoed in the room. He rubbed his temples, trying to dispel the sudden, overwhelming pressure in his head. Then he stood, needing to move, needing to shake off the oppressive memory.

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