The microphone felt slick under her fingers. Her smile, plastered on for the occasion, felt like a cheap mask. This whole charade, the balloons, the forced laughter, it was all so... predictable. She glanced at her mother, beaming from the head table, accepting compliments like a prized show dog.

She straightened the hem of her dress, the fabric stiff and uncomfortable. The room swam in a haze of generic celebration. She thought of the countless hours she’d spent picking up the pieces after her mother’s pronouncements. The sacrifices, the compromises – all neatly packaged and presented as a life well-lived.

She cleared her throat. “Well,” she began, her voice sharper than intended, “retirement. A milestone, I suppose.” The air around her prickled with a disapproval she couldn't quite mask. Her mother’s smile faltered, just for a moment, and that small crack in the facade was almost enough to make this tolerable. Almost.

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