The relentless sun beat down on Sarah's back as she surveyed the scene. A sea of mismatched furniture and forgotten toys. She’d come looking for a specific vintage lamp, but this… this was an insult. Then, tucked beneath a pile of old blankets, she spotted it: a teddy bear, its fur matted and discolored, one arm hanging limp.

She almost laughed. The sheer absurdity of it. She poked it with the toe of her shoe. A wave of pure, unfiltered… *something* – a bitter tang on her tongue – coursed through her. She felt her face tighten.

“Find anything interesting?” the seller asked, a woman with a relentlessly upbeat attitude. Sarah fixed the woman with a stare, her expression a mask. “No,” she said, her voice tight, turning and walking away, leaving the pathetic bear in its squalid repose.

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