The last bell had rung, and Ms. Rodriguez was straightening her classroom. The end-of-year chaos had left her weary. A feeling of disappointment for another class had filled her. A knock sounded at the door.

A young man stood there, holding a bouquet of wildflowers. It was Daniel, a student who had struggled with severe anxiety. “I wanted to show you I’m doing well,” he said, his voice stronger than she remembered. He seemed to have filled out with confidence. Her eyes filled with moisture as she took the flowers. She offered him a hug, careful not to startle him. He returned it willingly, a smile spreading across his face.

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