The chainsaw’s teeth had ripped through the trunk like it was made of cardboard. Sarah stood at the edge of the empty space, her hands clenched into fists. The sun beat down, but she felt a coldness creep up her spine. That tree had been her secret.

"Well, that's just typical," she muttered, the words barely audible. She kicked at a stray piece of wood, sending it skittering across the dry earth. The air was thick with the scent of freshly cut pine, a smell she usually loved, now it made her stomach churn.

Her gaze swept across the vacant lot, a pang of pure bitterness twisting her features. All that promise, all that careful tending, gone. Just…gone. She wanted to scream.

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