The attic stairs groaned beneath Maya’s weight as she hauled the trunk down. Her heart thumped a relentless rhythm against her ribs. She was supposed to be honoring her Aunt Clara's memory, but she felt only a dull ache of irritation.

The photos revealed a different Aunt Clara. The saintly, self-sacrificing woman of family legend. Here, she was laughing, dancing, and travelling the world. There were pictures of her with men she’d never mentioned. A life she never spoke of.

Maya ran her fingers across a photograph of her aunt, beaming, leaning against a sports car. She felt a knot of resentment tighten in her chest, a bitter taste rising in her mouth. She'd known her aunt to be reserved, quiet, even lonely. This vibrant woman in the photographs was someone she didn't recognize, and she hated the implications.

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