Eliza found the notebook tucked under their bed, hidden beneath a pile of old magazines. A red cover, worn at the edges. She picked it up, her fingers tracing the faded lettering. "The Serpent's Kiss," it read, in ornate script. Her stomach clenched.

She sat on the edge of the bed, the mattress sinking beneath her weight. She opened the notebook, her breath catching in her throat. Her name, "Eleanor," was splashed across the first page. A sickening lurch filled her. The character, Eleanor, was a manipulative, self-serving creature, mirroring Eliza's own life in only the barest, most distorted outlines.

She skimmed the first few chapters, her eyes darting from line to line. The author had captured a sense of her, but it was a caricature. A grotesque imitation. The air in the room felt thick, heavy, as though she were trapped inside a poorly made imitation. She slammed the notebook closed, the sound echoing in the silent room.

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