The delivery driver, a young woman with a bored expression, had simply handed the bouquet over, saying nothing beyond, "Sign here." Clara fumbled with the pen, her fingers clumsy. The arrangement – a haphazard jumble of roses and greenery – felt wrong. It was… thoughtless.

Back inside, she held the flowers at arm's length, assessing them with a critical eye. They were the wrong color, the wrong shape, the wrong *everything*. The lack of a card was the final straw. She felt a tightening in her chest, a slow burn of resentment spreading through her.

She stalked through the house, searching for something, anything to distract herself. The music from the radio was too loud, the sunlight streaming in the windows too bright. She grabbed her phone and texted a friend. "Can you believe this?" the message read, followed by a series of increasingly frantic emojis.

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