"Well, *this* is a mess," Mark said, his voice dripping with condescension as he surveyed the overgrown garden. His sister, Sarah, had been living at home, helping their grandmother. He, on the other hand, had been "busy."

Sarah, who was meticulously examining a rusted garden trowel, didn't respond. He could practically feel her stiffening beside him. He kept talking, but he knew she wasn't listening.

He felt a flush of annoyance crawling up his neck. Did she really think she was superior because she’d stayed here? He kicked at a loose flagstone. The unspoken accusation hung between them, heavy and suffocating: he was the failure. He was the one who abandoned their family.

He turned away from her, his jaw clenched, and headed back towards the house, the silence amplifying every footfall. He started to formulate how he was going to take charge, show her who was really capable.

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