The restaurant’s flickering candlelight seemed to highlight every flaw. Sarah glared at the table, decorated with tiny, pointless trinkets. Everything about this date, with 'Michael', was making her stomach churn. The restaurant, the food, the fact that this man was late… It felt like a carefully constructed play, and she was the unwilling audience.

Then, the other woman. Tall, striking, with a similar, bewildered expression. The air crackled with unspoken resentment. The shared, uncomfortable silence solidified into a tangible wall.

"He's been…?" the other woman began, her voice trailing off. Sarah leaned back, crossing her arms. This whole situation was simply ridiculous, a waste of perfectly good evening.

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