The air in the sterile hospital room was thick with the scent of antiseptic and manufactured cheer. Amelia sat beside the bed, watching her grandmother, Eleanor, struggle to sip her tea. Eleanor had finally woken up.

"It's good to see you, dear," Eleanor wheezed, her gaze unfocused.

"You too, Grandma." Amelia forced a smile. Then, as if she were in a movie, she decided to risk it: "Do you remember the summer we built the fort in the woods?"

Eleanor blinked slowly, her face a blank canvas. "I'm afraid I don't."

Amelia picked at the frayed edge of the bedsheet, the texture grating against her fingertips. All the memories, all the shared secrets, vanished like morning mist. The woman in front of her was not the woman who had taught her to tell the difference between a robin's and a sparrow's song. Not at all.

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