The chipped ceramic mug felt heavy in my hand, reflecting the weight in my chest. Across the tiny, cluttered table, Liam was practically vibrating. “And then the CEO, Mr. Henderson, just *loved* my presentation,” he was saying, his voice a smooth, practiced drone. He gestured expansively with a manicured hand, spilling a little of his overpriced latte. I watched the stain bloom on the pristine white tablecloth. The sheer audacity.

My jaw ached. I took a deliberate sip of my lukewarm coffee, the bitterness doing little to soothe the bubbling acid in my stomach. The "CEO" was a balding, perpetually flustered man who ran a failing dog-walking business. I knew this because I’d walked past his office every morning on my commute.

He'd been bragging about his "high-powered marketing role" for years. Now, this latest fabrication – this glossy, shimmering lie – felt like a physical blow. I set the mug down with a clink.

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