“Oh, what a shame,” I muttered, though the words felt like acid on my tongue. The tree, belonging to Mrs. Gable next door, had crumpled across her meticulously manicured lawn like a discarded toy. I leaned on my shovel, observing the chaos.

Her prized roses, reduced to a pile of tangled thorns and crushed petals. It was almost poetic. She, who had the audacity to criticize my overgrown hedges, now faced nature’s untamed wrath.

The tremble in her voice as she called the insurance company was a melody to my ears. I busied myself, pretending to tidy my garden. But my gaze kept drifting, drawn back to the scene of her defeat. I actually smiled, just a little.

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