The dinner party had been an exercise in carefully crafted facades. Everyone, especially Eleanor, was trying to showcase their "success." Eleanor had always been captivated by the tales of Alex, the "renowned surgeon," his stories of saving lives and battling rare diseases. She'd always imagined him as a man of great skill.

"So, Alex," she began, attempting a conversational tone, "what was the most challenging case you had this week?"

Alex choked on his water. His face turned a shade of red, and a bead of sweat trickled down his temple. He stammered something about paperwork and a busy schedule. Eleanor watched him, the carefully constructed mask of confidence she had admired slowly crumbling. Her appetite vanished.

She picked at her food, the flavors suddenly bland and uninteresting. The candlelight flickered, casting long, distorted shadows on the wall, mirroring the distortion of the reality she had accepted.

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