"The porch swing *has* to go," Charles declared. "It's a hazard." His sister, Olivia, just stared at him. The swing had been their grandmother’s favorite spot, where she told them stories.

He knew what Olivia was thinking: he hadn't visited much in the last few years. He'd been "busy," building his career, making his mark. But now, he was here, ready to take care of things. Or so he thought.

He felt the prickle of defensiveness. He’d offered to handle the legal paperwork. He’d driven the furthest. He was being practical.

He started to explain the safety concerns again, but the words felt hollow even to him. Olivia turned away, silently, and walked into the house, her shoulders slumped. He felt a sting behind his eyes.

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