Maria was sitting on the park bench, basking in the sun when the notification popped on her phone. She felt the warmth drain away as if a shadow had fallen across her. The email's subject line - “Scholarship Decision” - was enough to freeze her blood. She opened it and scanned the brief response.

The rejection stung. She looked around at the happy people strolling by, the laughter of children echoing in the air, and felt an odd disconnection. It seemed they were all living a life she could no longer reach. She hadn't even told her friends about the application. The fear of failure had been too great.

She closed her eyes, the bright sunlight no longer comforting. She felt a familiar knot forming in her stomach. How would she explain this to her family? She bit her lip, holding back the tears.

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