The fluorescent lights of the shared office space buzzed, a noise Amelia found particularly grating today. Across the room, Ben was practically bouncing, showing off his newly-designed widget to a cluster of colleagues. Amelia slammed her laptop shut, the metallic clang echoing in the sudden silence. He’d stolen her idea, plain and simple.

She marched over, her jaw tight. "Well, that's…interesting," she managed, her voice clipped. She folded her arms, her gaze sweeping over the intricate diagrams on Ben's whiteboard, a near-perfect replica of her own. A vein throbbed in her temple.

"Yeah, pretty excited about it!" Ben grinned, oblivious. He gestured expansively. "Revolutionary, right?" Amelia forced a smile. It felt like a grimace. "Revolutionary," she echoed, the word tasting like ash.

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