Aunt Clara watched Amelia, her niece, meticulously coloring in a drawing of a lopsided house. A figure, almost a blur, with oversized, mismatched limbs stood beside it. "Who's that, sweetie?" Clara asked, feigning interest.

Amelia didn't look up, just muttered, "Barnaby."

Clara nearly choked. Barnaby. The name from her own childhood, the name she’d whispered into the darkness of her bedroom. The name of the ridiculous, impossible friend only she could see. A bitter taste coated her tongue, like old regret.

Clara snatched the drawing, holding it away as if it might contaminate her. “Just a… phase,” she said, her voice tight. She handed it back with a forced smile, and went to the kitchen to scrub the sink.

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