He stood outside the classroom, the same classroom he had sat in decades ago. The old oak desk he’d etched his initials into was probably still there. Mr. Miller. His sixth-grade teacher, looked exactly the same. The same kind eyes, the same gentle voice. His daughter, Maya, stepped into his classroom.

He recalled his own fears, his own insecurities. He remembered the feeling of being judged, the desire to succeed. He hoped Maya would have a better experience, that she would be seen for who she was. The thought gave his stomach a twist.

He watched her, a quiet understanding forming in his heart. He silently hoped Maya would be okay.

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