The sunlight, filtered through the grimy windows, cast long, distorted shadows across the living room. Sarah felt a prickle of annoyance at the way her brother, David, was handling their grandmother’s antique clock. He was being so… gentle. So reverent. It made her stomach churn. She crossed her arms, the leather of her jacket squeaking softly. “Don’t break it, darling,” she snapped, her tone sharper than she intended. He looked up, startled, his expression shifting from reverence to something she couldn't quite decipher.

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