The stained-glass windows of the newly adopted church cast distorted, multicolored shadows across the room. I felt a chill that had nothing to do with the draft from the ancient stone walls. My aunt, Eleanor, beamed at me, her face flushed with… something. I couldn't bear to name it. She had embraced the faith with a fervor that was almost frightening.

I stood beside her, awkwardly holding a hymnal. The words swam before my eyes. The scent of old wood and something vaguely floral, overwhelmed me. I wanted to leave.

“This… this seems like a lot,” I managed, my voice thin and reedy. I shifted my weight, wanting to run.

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