The fluorescent lights of the office seemed to hum with a particularly irritating frequency today. Bethany, her jaw clenched, pointed at the coffee machine. "Right, so first, you fill it with water. Not *too* much. You don't want to water down the brew. God forbid." She watched the newcomer, Sarah, fumble with the water reservoir, her expression carefully blank. The air around Bethany felt thick, like a stifling summer day.

Sarah, beaming, asked, "How long should I let it brew for?" Bethany sighed, the sound echoing in the otherwise quiet space. "However long it takes. It's not rocket science." She turned back to her computer, the click of the mouse a deliberate, sharp counterpoint to the younger woman's nervous energy.

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