The press conference was a nauseating spectacle. The CEO of "Apex Innovations," a woman with a perfectly coiffed updo and a voice that could curdle milk, was demonstrating her new "Universal Food Synthesizer." Every nuance of her description was identical to the design I submitted to the patent office six months prior. I felt a surge of nausea. The air in the room felt thick, oppressive.

I sat in the back, observing from a distance. Her casual dismissal of any prior work was infuriating. Her complete appropriation of my ideas felt like a physical blow. The way she gestured with her hands, the condescending tone of her voice, it was all infuriating. How dare she.

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