From her second-story window, she observed the pathetic spectacle unfolding below. Arthur, her neighbor, was gesturing wildly at the towering pine, as if it had personally insulted him. He looked like a wounded bird, all flailing arms and apologetic glances.

She hadn't spoken to Arthur in years. He was the kind of person who always seemed to be apologizing for existing. Now, here he was, on her property, asking her to destroy a part of what she loved.

She sighed, a sound of profound weariness. His voice, she heard through the open window, was a weak, meandering stream. She leaned back against the cool glass, the silence of her apartment suddenly oppressive. "Absolutely not," she thought, not out loud.

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