The notification from Mr. Adams, the biology teacher, was a surprise. He’d followed her on Snapchat. She'd posted a lot of silly stuff, random photos of her cat, and a video of her dancing terribly. Now, he'd be seeing it all.

She felt a strange mixture of embarrassment and… guilt. She often made jokes about him behind his back to her friends, and now it felt like he would know it.

The next day in class, she felt his glance on her several times. His expression seemed… thoughtful? Or maybe, just… curious. She found herself trying harder in the lesson, wanting to impress him, wanting him to think she was… capable.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296