The sound had been deafening, a monstrous ripping sound followed by the sickening thud of wood meeting earth. But Arthur, peering from his window, felt no alarm, only a strange, almost pleasant stillness. His neighbor, the boisterous Mr. Peterson, had been warned, often.

Now, the tree lay in a heap, mostly on his property, thankfully. Arthur slowly sipped his coffee, the steam warming his face. Mr. Peterson was pacing, gesticulating wildly, his face flushed.

Arthur decided to open his front door. "Quite the storm, wasn't it?" he offered, his voice carefully neutral. He watched Mr. Peterson explode into a furious torrent of words, and Arthur just nodded slowly, a small smile pulling at his lips.

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