He stood in the corner, nursing a drink, watching the whole sham unfold. The room buzzed with shallow compliments and fake smiles. He saw his father, preening under the attention, and felt a surge of bitterness he could barely contain. All the sacrifices, all the hidden resentments, they were all forgotten now.

He felt a deep sense of revulsion for the entire event. He wanted to escape, to leave this carefully curated facade.

When they announced him, he walked to the microphone, his face a mask of indifference. "Well," he said, his voice flat. "It's finally over, I guess." He didn't bother offering any further sentiment. The crowd seemed to register his feelings, and then the applause started.

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