"Well, that's just… fantastic," Martha muttered, the card dangling limp from her fingertips. She’d been hoping, praying even, for something a bit more… meaningful. The card depicted a picture of generic flowers, the kind you’d buy at a gas station.

She crumpled the card into a ball, then immediately smoothed it out again, as if she couldn't decide whether to destroy it or examine it. The anonymous greeting card lay on her kitchen table. The silence of the house pressed in on her.

She picked it up, then walked to the trash can in the kitchen. She thought better of it, walked to the fridge and put a magnet on the front, next to her favorite photos. She made herself a cup of tea, finding no solace in the hot drink.

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