He saw the email first thing Monday morning. A casual, impersonal message from HR, detailing the new salary bands. Mark stared at it, the blood draining from his face. How could they? He, with his years of experience, the late nights, the strategic planning, was making less than that…that kid.

His knuckles were white as he gripped his coffee mug, feeling the ceramic dig into his palm. He watched John from his cubicle, the younger man's face illuminated by his monitor, seemingly without a care in the world. John was laughing at something on his screen, oblivious to the simmering fury in the office.

“Morning, John,” Mark managed, his voice a low growl when they met at the water cooler. John, of course, just grinned. “How's it going, Mark?” Mark just grunted a response and walked back to his desk.

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