The wedding was supposed to be a joyous occasion, a celebration of family. Instead, the air in the church felt heavy with unspoken words. Amelia's brother, Ethan, the one who was always seeking the next grand adventure, had decided to join a very strict, traditional Catholic order. Amelia watched him, her hand trembling as she clasped her father's.

She remembered all the late nights they spent together, their shared secrets. She looked at Ethan, suddenly so serious, and felt a pang in her chest. She knew how much he craved belonging.

She leaned in, whispering, “Are you happy?” She wanted to know, wanted to be sure he felt at peace. Her eyes filled with tears, not of sadness, but of a deep, understanding tenderness.

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