The notification fluttered out of Professor Davies's office, a single sheet of paper with her name. Olivia had been ecstatic when she’d received the scholarship. Now, it was being rescinded. The error was a student with a similar last name and a far greater need.

Olivia felt her face get hot. She envisioned the other student, perhaps a shy first-year, possibly struggling. She could almost feel their desperation, their relief when they received the email.

She immediately sat down and composed an email to the scholarship committee. She wanted to know more about the situation, not to protest, but to inquire about the possibility of fundraising. It was the least she could do. Her own future seemed suddenly less important than the thought of another person’s.

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