The fluorescent lights of the waiting room hummed, a monotonous drone that amplified the silence. Sarah sat, fingers interlaced, watching the minute hand creep agonizingly around the clock. Across from her, David tapped his foot, a nervous rhythm. They had both interviewed for the graphic designer role, a job they both desperately needed.

Her stomach churned, a cold knot forming in her gut. She pictured the hiring manager, the way David’s portfolio had sparkled, the vibrant colors and sharp lines. He was brilliant. She was... well, she was good, but she knew David had the edge.

The receptionist called out a name. David’s. He stood, a flash of relief on his face. She watched him walk towards the door, then turned back to the magazine. The print blurred. She closed her eyes, picturing him, the satisfaction on his face. She’d be happy for him. Truly.

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