The bright sunlight seemed to amplify the pain. Sarah’s knuckles were white as she gripped her purse. Sitting on a rickety stool, next to a pile of old magazines, was Oliver. Her first love. Her first heartbreak. Now, reduced to a common object.

She glared at the seller, a teenager with a pierced eyebrow and a bored expression. The price was marked: three dollars. She found herself wanting to reach out, to touch him, to soothe him, but she couldn't.

Her anger was like a physical barrier. Her memories, her feelings, were betrayed. She wanted to scream. She took a deep breath, fighting down the urge to destroy everything. Then, she pushed past the anger and kept walking.

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