The fluorescent lights of the office hummed, a monotonous drone that matched the sound of Sarah's forced pleasantries with Mark. “Oh, that’s just *wonderful* news, Mark,” she’d chirped when he announced he was also a contender for the Senior Project Manager position. Her smile felt like a physical strain, a taut mask she desperately wanted to rip away.

She watched him now, leaning back in his chair, a picture of relaxed confidence, and a sudden heat surged through her. He was practically bouncing with self-importance, oblivious to the years she’d put in, the late nights, the sacrifices.

"So, yeah," Mark was saying, "I've been thinking about the new software... really digging into it." Sarah's fingers tightened around her pen, snapping it in half. She excused herself, muttering something about a headache, eager to be away from his cloying optimism.

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