The smell of incense hung heavy in the air, a nauseating sweetness that clung to the back of her throat. Eleanor watched her sister, Margaret, light a candle with unsettling concentration. The apartment, once filled with the familiar clutter of their shared life, now held these strange objects, symbols of a reality she couldn't, wouldn't, understand.

Eleanor sat on the edge of the guest bed, arms crossed, feeling a familiar tightness in her chest. Margaret had become… different. Preachy. She picked up a small, smooth stone, a worry bead, and tossed it back onto the altar with a deliberate clack.

"Is this supposed to be… relaxing?" she asked, her voice laced with acid. She hated the saccharine smiles Margaret kept giving her.

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