The air in the break room felt thick, suffocating. They’d both applied for the project lead position, and now they were both waiting for the announcement. Across from her, Ben looked pale, his usually boisterous energy subdued.

She remembered his dedication, the long hours he’d spent poring over the project proposals. He was skilled, a natural leader. He was also her friend.

The office manager called his name. Ben stood, his face a mask of apprehension. He walked out, and she saw the relief in his posture. He’d gotten it. Good. He deserved this.

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