David found himself staring at the photographs on his mantelpiece, each one a shared memory, a testament to years of friendship. He didn't know what to do with them. Tonight, his best friend, Mark, had nonchalantly announced his relocation to Seattle.

He went into the kitchen to make some tea. He moved slowly. The silence in the apartment was deafening, each tick of the clock amplifying the ache in his chest. His hands trembled as he poured the boiling water into the teapot, and a few drops splashed onto the counter. He didn't bother to wipe them up.

He did not reply to Mark's question as to what he thought. He felt as if he could not form a coherent thought.

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