The cafeteria food tasted like cardboard. She pushed her tray away, unable to stomach another bite. Across the room, she saw Emily laughing with a group of friends. She knew, with a certainty that chilled her to the bone, that Emily was discussing the contents of her journal.

Every gesture, every light-hearted giggle, felt like a personal attack. She gripped her fork so tightly her knuckles turned white. A throbbing headache pulsed behind her eyes.

She watched Emily and her friends, and felt the familiar sting of betrayal. She wasn't just mad; the realization that she'd been ridiculed cut her deeper than she thought.

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