The audacity of the woman! Margaret slammed the spice rack back into the cupboard, the cinnamon jars rattling in protest. It was barely noon, and Mrs. Henderson, with her perpetually pursed lips and sensible shoes, was at the door, wringing her hands like a Victorian maiden. “The music, dear,” she’d begun, her voice a reedy whisper. “It’s been quite loud.” Margaret stared at her, her own face a careful blank.

She allowed herself a small, tight smile. "Is it, now?" Her gaze drifted, unseeing, over Mrs. Henderson's floral dress, then back to her face. She let a long silence stretch between them. It was a game, this neighborhood dance of complaints and apologies, and Margaret knew the steps.

"I’ll see what I can do," she finally drawled, her voice like sandpaper. She closed the door with a decisive click, leaving Mrs. Henderson on the porch, a tiny, disapproving silhouette against the sunlight. Margaret returned to the speakers, cranking the volume back up.

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