The phone rang. It was her agent. “Just wanted to check in. How are you feeling?” The voice was sickeningly cheerful. Anya's response was a clipped, "Fine." The lie hung heavy in the air. The review's assessment of her restaurant as a place that couldn't provide "a single memorable bite" still stung.

She walked through her restaurant, inspecting everything. The flowers looked tired. The silverware was not polished. She gestured sharply at a waiter to fix a crooked tablecloth. She was looking for a flaw to focus on, an imperfection to blame.

She called the florist, berating him over the phone, and then she ordered a bottle of expensive wine. She took a sip. She needed to forget. She needed to escape. But the bitterness wouldn't go away.

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