The park, usually a place of peace, seemed hostile now. Sunshine beat down on Sophia as she listened to Daniel's account of their picnic, a picnic he'd organized with meticulous care for her. The air felt thick, heavy with unspoken accusations. She could feel a flush of heat rise on her neck.

She’d spent ages preparing for a picnic, making the sandwiches, the salad. Now, she felt a profound sense of violation. It was all a complete fabrication. She stared at the grass, the green turning a sickening shade. She wanted to scream.

"Oh, really?" she said, her voice strained. "Because I was enjoying that same picnic, with those same sandwiches and *his* own romantic gestures, earlier this week. I thought he was rather good at picnics."

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