The flickering fluorescent lights of the building seemed to mock Carol’s anxiety. She had to take a deep breath to move forward. She knew she needed help, and her doctor had recommended therapy. Little did she know the therapist would be her childhood antagonist, Heather. Heather, who’d made her life a misery in high school.

She remembered every instance: the stolen lunches, the whispered insults, the feeling of utter powerlessness. She couldn't believe this was happening. It felt cruel.

She walked in, her heart pounding. The room was simple, filled with sunlight. She was surprised by Heather's calm demeanor. Her voice was gentle, her eyes filled with what seemed to be a genuine interest. Carol began speaking, the words tumbling out. She felt a strange sense of relief, a weight lifting from her shoulders as she did. Heather seemed to absorb everything.

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