The arrangement was… gaudy. Bright orange gerberas and shocking pink lilies, crammed into a vase that looked cheap. The delivery man had been barely out of his teens, wearing a too-big uniform. She paid him and took the flowers. No name, no message. Nothing.

Her breath caught in her throat. She closed the door, leaned against it, and let out a sigh. Was this her birthday gift? She'd been looking forward to a day off, but now she felt the sting of profound indifference.

She walked towards the kitchen, a feeling of despondency settling over her. She picked up a knife, and started chopping vegetables with angry precision. The bright colors of the flowers mocked her.

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