The phone call was short, to the point. “We need to talk about your brother.” A sister, actually, as it turned out. Michael felt a cold knot tighten in his stomach. His father, a man of rigid control, had been anything but.

His initial reaction was disbelief, but it quickly morphed into a corrosive anger. He found himself walking through his apartment, kicking at furniture. He wanted to rage, to break something, to scream at the absurdity of it all.

He cancelled his plans for the evening and sat, staring at the phone, as if daring it to ring again. The world had shifted on its axis, and he felt adrift, utterly alone. The thought of this woman... the idea of her existing… it felt like a deliberate challenge to everything he’d ever believed.

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