She watched the rain battering against the windowpane, each drop a tiny hammer blow against her already fragile composure. The text message read, "Unforeseen circumstances, party is off." Amelia clutched the phone to her chest, the screen cold against her skin. It was for her grandmother's 80th birthday, and she knew how much it meant to the elderly lady. She pictured the frail woman, her anticipation, the excitement she’d expressed. Amelia felt a surge of sadness, a profound sense of wanting to shield her grandmother from hurt. She needed to figure out what to do.

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