The flashlight beam danced erratically across the attic floor. John, sweating, pushed aside a pile of cobwebs. He’d been expecting cobwebs, perhaps even a rodent or two. But not this. A collection of meticulously crafted, miniature sculptures, depicting scenes from a life he’d never lived. A lavish mansion, a sleek sports car, a perfectly manicured lawn – all rendered in exquisite detail. His own life, in comparison, seemed bleak.

He spun around, the flashlight beam illuminating dust motes and shadows. He felt a wave of nausea wash over him. A simmering resentment boiled up inside him. He kicked a discarded paint can across the attic floor, the clatter echoing in the confined space.

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