The scent of freshly brewed coffee, usually a comfort, now felt like a taunt. Emily, a seasoned project manager, was being transferred to the company's fledgling sustainability department. A department with little organization and no plan.

She looked at her neatly organized desk, the project schedules, the carefully crafted timelines. She knew what needed to be done.

She thought of her previous team, how hard they’d worked. She hoped she could help the new team grow and succeed.

Her heart ached for them. She decided she would get to work as soon as she could.

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