I found the screenplay, "Mirrors," tucked away in a drawer. The protagonist, "Iris," was a control freak, obsessed with order and appearance. Me. The opening scene described a meticulously organized apartment, identical to our own. I felt a cold wave wash over me.

I skimmed the pages, each line a sharp stab. The dialogue was stilted, the characters flat, the plot predictable. It was a caricature of my life, a distorted reflection. I slammed the script shut, the sound echoing in the silent apartment.

I stared out the window, a bitter taste filling my mouth. The injustice of it all. The presumption. I gathered the script, walked out the door, and threw it in the incinerator, the flames a welcome sight.

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