“Well, isn’t this just *marvelous*?” Eleanor drawled, tossing the book onto the coffee table with a resounding thud. Her voice dripped with sarcasm. She surveyed the room, her gaze sweeping over the faces of her so-called “friends,” who had gathered for a celebratory reading of the book. Their expressions were a blend of excitement and nervous curiosity. Eleanor picked up a crystal ashtray, turning it over and over in her hands, her fingers tracing its cold, smooth surface. It was a beautiful thing. She found herself contemplating its future usefulness.

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