The party was supposed to be a celebration. The author, her favorite writer, was launching a new book, a book she was now certain was her own. She forced a smile as she approached him, the champagne flute trembling in her hand.

She stood close, noticing the way his eyes darted from face to face. It was the same nervous tic she remembered from his last book tour. She asked a casual question about his writing process, a question crafted to expose the truth. He answered smoothly, his words a carefully constructed wall. She barely listened.

She politely excused herself, the champagne suddenly bitter on her tongue. It was all a farce, a carefully constructed illusion. She watched him, as the other guests swarmed around him, as though they were hungry to hear the truth. She smiled, but this time it was not a fake one.

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