She slammed the phone down, the plastic receiver bouncing on the counter. The kitchen, usually a haven of warmth and baking smells, suddenly felt cold and sterile. The pristine surface of the island gleamed mockingly. It was supposed to be covered in food, festooned with streamers. Not this… this emptiness.

A muscle ticked in her jaw. The email, filled with breezy apologies and vague excuses, lay crumpled on the table. "Prior commitments," they'd written. As if *her* milestone wasn't important enough. She pictured them – the committee of well-meaning (and now, thoroughly *irritating*) friends – huddled together, devising this elaborate deception.

She stalked across the room, the heels of her boots clicking a staccato rhythm against the tiles. The carefully selected playlist on her phone, currently on shuffle, was now a source of extreme annoyance. Every upbeat tune felt like a personal insult. She shut the music off, the silence amplifying the thrumming in her ears.

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