Her stomach churned. He was here, standing on her property, repeating the same flimsy excuses. The tree, her beloved willow, was too close to his fence. It had been there for thirty years, a graceful, weeping presence.

She felt a coldness spread through her veins. He was a simpleton, a man who saw only inconvenience, not beauty. He cared about nothing but his perfectly manicured lawn.

“I’ll need to think about it,” she said, her voice devoid of warmth. “It’s quite a large project, you see.” She turned and headed back to her house, leaving him standing there in the encroaching shadow of the willow. She could hear him murmur something, but she didn't care.

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