“I don’t know what I’m doing here anymore,” Ms. Chen mumbled, staring at the blank screen of her computer. The pressure of standardized testing and the endless demands of the curriculum had left her feeling depleted.

A knock. It was a former student, Maria. She was carrying a box overflowing with baked goods. “I wanted to say thanks,” she said, her voice filled with a sincere gratitude. She had brought cookies, brownies, and a loaf of bread. Ms. Chen felt the corners of her mouth twitch upwards. Maria chattered away about her success. Ms. Chen, feeling her resolve strengthen, took a bite of a brownie.

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