The sterile white walls of the research lab seemed to shrink as Dr. Chen boxed up her equipment. She was moving to a grant-writing position in the administrative department, a world away from her beloved experiments.

She pictured the lab assistants she was leaving behind, their faces full of dedication and excitement about their projects. She remembered their nervous excitement, the long hours spent under bright lights.

A wave of frustration washed over her. She knew how much they loved science, and she understood what it was like to be passionate about a project.

She paused, carefully placing a delicate vial into a padded box. She couldn't tell them how sad she was. She could only smile.

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