It was a Monday morning, a time for the drudgery of work. But the day started with a shock. "Jessica Miller" appeared on his screen. The name was a punch to the gut. The air seemed to thicken around him.

He was momentarily paralyzed, staring at the message. He clicked the profile, and saw a picture of a smiling woman. She looked like a complete stranger. A wave of nausea washed over him.

He knew her intentions. The desperation for a connection, for some sort of closure, to pretend that the past didn't matter. It was a sickening prospect. He felt a tremor in his hands.

He considered the options, the words he could say, the actions he could take. A cruel and cutting reply? A carefully constructed rejection? A complete and utter silence?

He looked out the window, at the gray sky, at the mundane world. It all seemed bleak and suffocating. He wanted to scream.

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