The audacity of it! Mildred stood on her porch, arms crossed, the late afternoon sun glinting off the gold chain around her neck. Mr. Henderson, with his perpetually apologetic smile and thinning hair, was pointing at *her* oak tree, the one she’d planted with her own two hands twenty years ago. The nerve! "It's blocking my view of the lake," he'd whined, voice barely a whisper. She stared at him, saying nothing, willing him to feel the weight of her gaze.

A buzzing filled her ears, a furious energy building in her chest. The lake view. Always the lake view. As if she’d spent the last two decades meticulously cultivating her garden just to spite him. He was a fool. A complete and utter fool.

“Well, Mr. Henderson,” she finally said, voice like chipped ice. “I suppose we’ll have to get a tree surgeon out here, won’t we? And split the costs, of course.” Her lip curled almost imperceptibly as she turned back toward her front door.

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