The bustling tattoo convention buzzed with an energy that grated on Marcus. Everywhere he looked, he saw echoes of his art. One artist, in particular, was the main culprit. He had a booth set up near the entrance and was clearly making a killing off of Marcus's original designs. The artist was smirking, greeting clients with a false warmth that sent a chill down Marcus's spine. He watched the artist, a knot of unease twisting in his stomach. The casual disregard for originality, for the effort he had poured into his work, was almost unbearable. He moved away from the booth as fast as he could.

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