The news hit Clara like a punch to the gut. The scholarship, the only thing that made her dream of studying abroad a reality, was gone. A clerical error, the university official had said, her voice dry and mechanical. The money was meant for someone else, whose need was considered greater.

Clara felt a profound… sorrow, not just for herself, but for the other student, the person now experiencing the joy she once felt. She imagined their relief, their excitement.

She walked towards the student support center, her shoulders slumped. She wanted to know how to help, even in her own state of despair. She wanted to know how she could share what she had with them.

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