“Oh, *great*,” I muttered under my breath. There she was. Chloe. Looking radiant, of course, like she hadn't just shattered my heart into a million tiny pieces. I took a deliberate step back, as if she were carrying some kind of contagious disease.

The best man, her friend, approached me, and I was forced to engage in pleasantries. The forced smile felt like a physical strain. I nodded, mumbled a few responses, trying not to make eye contact with her. The music shifted, some cheesy love song. I wanted to scream.

Suddenly, I made a beeline for the bathroom. I leaned against the cool tile, just needing a moment to collect myself. I splashed water on my face, the reflection in the mirror offering little comfort.

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