The phone call had been a nuisance. Then, the man himself at the door. *Asking.* As if she would simply roll over and agree to his whims. She leaned against the doorframe, arms crossed, letting the afternoon sun warm her face. The tree, a massive sycamore, was a source of great personal satisfaction, a silent, leafy sentinel.

"It's about the leaves," he stammered, twisting his hands. "They... they're a lot of work." He looked away, his gaze falling to the ground. She knew, from his previous interactions, this was a display of humility; but in this case, it just read as cowardice.

She raised an eyebrow. β€œIs that so?” she finally said, her voice flat. She kept the door open, letting the cool breeze flow through her house. The man was sweating profusely.

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