The aroma of freshly baked cake, meant to be a welcoming embrace, now hung heavy and cloying in the air. The realization that there would be no party tonight twisted in her gut. The meticulously decorated living room, transformed for the occasion, suddenly felt sterile and lifeless.

She picked up a knife, idly tracing the intricate patterns carved into the wooden handle. The carefully chosen guest list, the meticulously crafted playlist, the whole elaborate… *charade*… was a complete waste. She could feel a flush creeping up her neck, a physical manifestation of… *something*.

She slammed the knife back onto the counter. The sound echoed in the sudden, deafening silence. The thought of them, reveling in their oblivious joy, was a bitter, stinging insult. She turned and strode out of the kitchen, the carefully prepared dessert forgotten.

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