"So, you're back," her father said, his voice a low rumble. He was sitting in his favorite armchair, a book resting unread in his lap. The statement wasn't accusatory, but he still sounded a bit lost.

Daniel just nodded, shifting his weight from one foot to the other. He felt a blush creep up his neck. The house, usually a comfort, now felt overwhelmingly large, filled with reminders of the life he'd lost.

His mother bustled in from the kitchen, wiping her hands on her apron. "Oh, Daniel, you poor thing! Come, you must be starving. I made your favorite, lasagna!" Her smile was bright, perhaps too bright.

He sat at the kitchen table, the scent of bubbling cheese filling the air. He tried to eat, but each mouthful felt like a betrayal. He looked at his parents, their faces etched with a mixture of concern and a fragile hope. He knew he had to be strong, for them. He reached for a glass of water, needing to clear his throat.

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