"So," David said, forcing a smile that felt brittle. "This is just great." He watched as Susan, across the elevator, continued to chew gum. The rhythmic snapping noise was enough to drive him mad.

He knew she was the reason he was behind on his presentation. The countless requests, the demands, the micromanaging. The constant interruptions. He felt a vein throb in his temple.

He closed his eyes briefly, inhaling deeply, trying to calm the anger that was welling up inside. He longed to be anywhere else.

He wondered if the fire marshal would deem her responsible for any resulting casualties.

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