She watched Emily sort through her closet, pulling out clothes and tossing them onto a growing pile destined for the donation bin. The whole scene felt like a personal insult. How could Emily, so casually, be discarding years of shared memories, of inside jokes embodied in a favorite t-shirt, a concert souvenir? It was as if their history meant nothing.

The air in the room was stale, thick with the scent of lavender from Emily's scented drawer liners. She sat on the edge of the bed, feeling a knot tighten in her stomach. Emily was chattering about the new apartment, the exciting opportunities, the vibrant city she was about to embrace.

"Well," she said, her voice strained, "I hope you have fun." The words felt brittle, like ice. She couldn't bring herself to meet Emily's gaze. The idea of attending Emily's going-away party was already making her feel ill.

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