The email was short, brutal. "Your application for the 'anti-gravity chair' is denied. Similar technology already patented by… " The name was a punch to the gut: Benedict Finch, the man with the trust fund and the connections. I threw my phone across the room.

My workbench was littered with discarded prototypes, each one representing weeks of dedicated effort. Now, a rich kid, probably through nepotism and sheer luck, got everything that belonged to me. A bitter taste coated my mouth. I wanted to smash something, to break the very foundations of the world. Then I sat down, and started to work again.

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