“Well, this is a… predicament,” Miles heard the radiologist say, his voice thick with condescension. The scan hung on the screen, a bizarre swirl of color he didn’t understand. Miles felt a wave of heat wash over him, a burning in his chest. “A very… unique situation.” It was the way the man said “unique,” like it was a punchline.

Miles hadn't expected this meeting to go well, but the doctor's lack of tact still took him aback. He’d spent years feeling like an outcast, a walking anomaly, and here was someone confirming that, but with a palpable sense of disdain. The man tilted his head as if he were studying a painting he didn’t like. Miles clenched his fists.

“And?” Miles asked, his voice strained. The doctor just stared back with a placid expression. It felt like he was being mocked, reduced to a problem to be solved, not a person. Miles bit the inside of his cheek, a sharp, angry sting.

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