The meticulously planned farewell dinner felt like a trial. The restaurant, chosen by Michael, was too loud, too crowded, and too cheerful. She sat across from him, the table adorned with a centerpiece of vibrant, unnatural flowers. Every bite of food tasted like ash.

Michael was effusive, thanking everyone for their support and recounting stories of their friendship. She barely touched her plate, her appetite gone. His every word, every gesture, grated on her nerves. The clinking of silverware, the murmur of the other diners – it was all unbearable.

She excused herself from the table, feigning a need to use the restroom. She fled to the cold, stark confines of the bathroom, the tiled walls offering a brief moment of silence. She stared at her reflection, the anger hardening her features. She felt trapped. The remaining months would be a prison.

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