The list was written on a napkin, stained with coffee rings. “Go to Paris.” “Learn to paint.” “Fall in love.” She was a practical woman, his mom. Everything was calculated, every decision carefully considered. And now, this, a raw glimpse into a soul she had never understood.

The air around her seemed to crackle. He had always been told to do the right thing, to take the safe route. His mother had never told him about her own unfulfilled hopes.

He crushed the napkin in his fist, the paper crinkling loudly. It was clear that she felt the same as him, restricted by their own lives.

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