The expensive aroma of aftershave hung heavy in the air. Mark, beaming, was regaling the dinner party with tales of his "consulting work" for various high-profile clients. His vocabulary, normally limited, had suddenly expanded to include terms like "synergy" and "paradigm shift."

I watched him, every muscle in my body tight. The wine tasted like vinegar. I knew he was still working at his father’s hardware store. I knew it because I'd driven past the place just yesterday.

I wanted to shout the truth, to expose the sham. I hated the way he preened, the way everyone hung on his every word. I focused on the intricate patterns of the tablecloth, refusing to meet his gaze.

The silence grew heavy as he paused, waiting for the predictable applause. My hands were shaking.

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