The sun beat down on David's back as he listened to Mr. Riley's proposition. The man's words, about fresh vegetables and the joy of gardening, felt like a personal affront.

โ€œI, uh, don't really have the time,โ€ David said, barely masking his dislike for the manโ€™s enthusiasm. The thought of his perfectly green lawn being tarnished was simply unbearable.

"Oh," Riley said, his face falling. David felt a wave of satisfaction as he closed the gate.

He turned and walked back into his house, a sense of grim satisfaction settling over him. He was glad to have kept his peace.

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
๐Ÿ‘Ž0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250