"Personal reasons," the email read. Maya almost laughed aloud. Personal reasons? More like a swift exit from the sinking ship of her thesis.

She felt a wave of nausea wash over her. It had taken a year to build a rapport with Professor Ramirez, a year of fawning and bending over backward to please her. And now, she was leaving.

Maya ripped the email into tiny pieces, the paper tearing easily, a satisfying sound. She would be just fine, she reminded herself. She'd just need to find a new advisor, she thought darkly.

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