The news of the tree falling had arrived, relayed by a neighbor. She barely even bothered to glance up from her cross stitch. Her fingers moved with practiced ease. The thought of Mr. Thompson’s misfortune elicited a faint tightening around her eyes.

She remembered the way he had smirked when she’d complained about the noise from his lawnmower. She recalled the arrogant tilt of his head when he’d refused to share his recipe for apple pie. Karma, she thought, the word barely audible.

She carefully selected a new spool of thread, a vibrant shade of green. She started a new stitch, her hands moving with the precision of a surgeon.

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