The sleek, minimalist speaker system sat on her living room floor, a monument to a past she'd rather forget. It had been from David, the student who always disrupted her classes. Mrs. Peterson glared at the box. It was the latest model, probably ridiculously expensive. The note, handwritten on cream-colored paper, had been a parade of gratitude.

She remembered the endless phone calls from his parents, the complaints, the accusations of bias. The boy had been a troublemaker, nothing more. He'd never appreciated her attempts to help.

Her gaze shifted to the pristine box. Did he know she'd sold her old one? The timing felt deliberate, a calculated act of superiority. She kicked the box, the cardboard barely making a sound.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256