Sarah watched Mr. Peterson approach, his shadow stretching long and unwelcome across her vegetable patch. His offer – more like a command – to chop down the towering spruce between their houses felt like a personal affront. Her stomach clenched.

"It's affecting my grass," he stated, his tone flat, devoid of any genuine inquiry. She could feel a flush creeping up her neck, a heat that had nothing to do with the midday sun. She focused intently on weeding the carrots, pulling with unnecessary force.

He stood there, unmoving, as if expecting immediate compliance. She pictured the tree's demise, the vacant space it would leave, and the subtle shift in the balance of her garden. The very thought repulsed her. “I'll have to think about it," she replied, her voice clipped, barely lifting her head.

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