The air conditioning in the office felt frigid as Mark stared at the email. The accidental sharing of salary information had revealed that Susan, who’d been with the company for less than six months, was earning more than he was. A knot formed in his stomach.

He recalled Susan’s dedication to her work, her enthusiasm, and her willingness to go the extra mile. He had seen the pressure she was under, new to the job, working long hours, always striving to improve. He remembered his own struggles when he first started.

He found her at her desk, working late. He walked over, a genuine smile on his face. “Hey, Susan, looking busy,” he said, leaning against her desk. “I thought I’d stay late too, perhaps we can get through the backlog."

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