The aroma of bacon wafted through the house, a scent that usually evoked feelings of comfort. But this morning, the smell made Leo's stomach churn. He’d barely slept, tossing and turning in the guest room, listening to his parents' familiar snores.

His mother had set a place for him at the kitchen table, a plate piled high with food. She smiled encouragingly as he sat down. "Eat up, sweetie. You need your strength."

He picked at the bacon, unable to meet her gaze. He felt a familiar knot of resentment tighten in his chest. He was a grown man, and yet here he was, being treated like a child. He pushed the plate away, a wave of nausea sweeping over him.

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