"A garden?" Bernard repeated, his voice echoing in the sudden silence. He stared at Ms. Chen, a woman he had only ever exchanged polite nods with, as she proposed dividing his prized tomato patch. It was the best part of the whole yard!

His gaze flickered to the rows of vibrant green plants, the promise of plump, juicy tomatoes hanging heavy on the vines. This was his sanctuary, his happy place. And she was going to… share it? As if he'd not spent weeks, battling the local wildlife and protecting them.

He crossed his arms, the action stiff, defensive. He felt a throbbing sensation behind his eyes. He had a sudden urge to check his blood pressure.

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