The card felt cold in her hands, a stark contrast to the warmth of the late afternoon sun. Lisa examined the image of a generic dog with a party hat. It was the least anyone could do. The cheap quality card felt like a personal slight.

Her jaw clenched, and she immediately put on her gardening clothes. She grabbed her trowel and began to attack the weeds in the flower bed with a fierce intensity. Every tug, every yank, was a release.

Hours later, the garden was immaculate, a testament to her pent-up energy. The card remained on the porch table, forgotten, yet still a subtle reminder of the smallness of the world.

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