The afternoon sun, filtering through the dusty windows, illuminated the room and the pile of family history that littered the floor. Sarah felt a familiar tightening in her chest as she started to sort through the things. Her grandmother’s stories of hardship and perseverance had always felt a little… embellished.

An old photo album offered a different perspective. Her grandmother, the woman who’d always played the victim, was striking a pose. She was wearing elegant clothes, leaning against a car, and laughing with a group of friends. She'd known luxury. She'd known joy.

Sarah’s fingers traced the edges of the pictures. The carefully crafted narrative her grandmother had built, the one that cast herself as the heroine, felt suddenly hollow. She tossed the album aside, the corners of her mouth twitching. She felt a surge of… something. Anger? Disappointment? She couldn't say. She just knew she wanted to be far away from those pictures.

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