The coffee shop buzzed with a Saturday morning crowd, but for Chloe, it was a silent movie. She watched Mark, her closest confidante, talk about the house his family had bought in North Carolina. He was beaming, describing the wide porch and the sunny backyard. Chloe’s smile felt stiff, a performance. She took a long, slow sip of her latte, the warmth doing little to soothe the chill creeping up her spine.

He had always wanted this, a slower pace of life, closer to his grandparents. She understood. She did. But the picture of her life without him… It was a landscape she wasn’t sure how to navigate. A chill entered into the room, seemingly.

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