The university's email was stark, the subject line unyielding: "Scholarship Revocation." Sarah reread the email, her stomach churning. An administrative error meant another student was the rightful recipient. The words "regret" and "apology" seemed hollow.

Sarah pictured the other student, perhaps a single mother, or a student from a rural family, struggling to make ends meet. The thought stirred a potent, unwanted emotion within her, a feeling of deep… caring.

She immediately opened her laptop and started searching for local charities and foundations. She wanted to make a donation, a small act of solidarity. Her own struggles seemed insignificant now.

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