The waiting room was sterile, the plastic chairs cold against Thomas's back. He glanced at Sarah, who was sitting across from him, her hands clasped tightly in her lap. The tension was suffocating.

He remembered her kindness, her willingness to share her expertise, and her support during difficult times. He felt a deep sense of respect for her. He could almost feel her apprehension, her uncertainty about the future.

The door opened, and a stern looking woman called out their names. He stood up slowly, trying to project confidence. He glanced at Sarah, offering a small, silent nod, silently wishing her the best.

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