He found her in the library, sprawled amidst stacks of books. He held up his tablet, the screen displaying the exact architectural model she’d spent the last six months perfecting. Her breath caught in her throat. A bitter taste flooded her mouth. The sheer audacity of it!

"Quite a coincidence, wouldn't you say?" he said, his eyes glinting with amusement. She could feel a flush creeping up her neck. Her fingers twitched.

She stood up abruptly, knocking over a stack of journals. "Coincidence?" Her voice was sharp, a weapon. She wanted to run, to disappear, to erase the last year of her life.

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