“Dinner is ready! Are you coming home?” That was for her husband, but the message somehow went to his boss. She cringed, a flush creeping up her neck. She pictured the stern man, the man who rarely smiled, receiving that message.

She knew the man worked late and was often alone. She could almost feel the man's loneliness. She knew the man was stressed. She imagined his surprise. The man probably felt like no one cared.

She bit her lip, debating whether to offer a convoluted explanation. Instead, she decided to take action. She went to the kitchen and made an extra plate. She planned to bring it to his office. She knew that the gesture, at least, might be appreciated.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344