"You wouldn't believe the perks," Liam had boasted, recounting his job as a pilot. Private jets, exotic destinations, five-star hotels. Liam would always show off pictures of himself in front of planes. Jason, a struggling musician, had always been a bit intimidated by Liam's success. He felt as though Liam was rubbing it in his face.

The reality hit Jason like a physical blow when he showed up at Liam's apartment. It was a cramped, barely furnished studio, a far cry from the luxurious penthouse Liam had described. The framed "pilot" certificates on the wall were cheap copies. The stories came rushing back to him, and he could barely keep himself from laughing.

Jason, feeling a sudden surge of heat rise in his face, managed a strained smile. He cleared his throat. "So, uh, great place, Liam." His voice sounded thin, reedy, as though the words were somehow struggling to escape. He looked around.

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