As Michael cleared out his desk in Engineering, he felt a knot of anxiety tighten in his chest. The smell of oil and metal had been his constant companion for a decade. Now, he was headed to the customer service department, a job that called for a different set of skills.

He remembered the day he'd first started in engineering. He was worried, but the team had been so helpful, teaching him everything he needed to know. He hoped he could be helpful.

He decided that if there was one thing he could do it was to show the customers the same kindness and understanding. He decided he would try to make it better.

He took a deep breath. He’d start small.

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