"So, what do you think?" The question dripped with false enthusiasm, aimed at me across the crowded room. I saw the glint in David's eyes, the predatory gleam. He knew, he bloody knew, what I thought. He was the one who had sold it, the slimy snake. He had the gall to stand here, beaming, as my meticulously crafted sculpture, “Ephemeral Echoes,” sat bathed in the artificial light of the gallery, next to a sculpture made from used tissues. My jaw tightened, and I managed a tight smile. "It's…certainly interesting," I said, my voice as bland as the crackers being passed around.

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