The silence in the kitchen was thick, almost suffocating. My Aunt Carol, a woman who rarely ever asked for anything, was proposing the sale of my grandfather's fishing tackle box. It contained everything I remembered about him.

My throat felt constricted. I stared at my hands. I picked at the corner of the table cloth, suddenly absorbed in the minutiae of the pattern. "But...it’s important," I managed to say, the words catching in my throat.

Carol just looked at me levelly. "Things change," she said simply, her tone dismissive. I could feel my face burning. I wanted to scream.

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