The news came during their weekly phone call. The familiar crackle of the line, usually a source of comfort, now felt like a barbed wire across her eardrum. He listened to Michael's excited pronouncements about a job offer in Chicago, a city she considered a wasteland. She said little, her responses terse, almost monosyllabic.

He could hear the glee in Michael's voice, the giddy anticipation of the upcoming move. She hated it. She hated everything about it. She felt a burning resentment that flared in her chest with every upbeat word. She squeezed the phone so hard her knuckles turned white.

"That's…great," she finally managed to choke out. The words felt like sandpaper against her throat. She ended the call quickly after, offering a flimsy excuse about needing to go. She tossed the phone onto the couch with a force that sent a small vase of flowers tumbling to the floor.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250