The box was huge. "To Mr. Abernathy," the label proclaimed, in bold letters. It sat outside his apartment, filling his doorway. He, Liam, the current resident, had been expecting a small book order. A new book order. Not this. Abernathy.

He lugged the box inside with a grunt, his knuckles white with effort. He pulled out his box cutter. Inside, he found a collection of old, moth-eaten Victorian era furniture. He stared, completely bewildered. "What the hell?" he growled.

Liam kicked the box. He didn't even *like* Victorian furniture. The whole situation left a bitter taste in his mouth.

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