The fluorescent lights of the office seemed to hum louder than usual, a high-pitched whine that grated on Eleanor's nerves. Across the room, Mark was practically vibrating with nervous energy. She watched him fidget, his fingers drumming a frantic rhythm on his desk. Eleanor knew what was going on. They were both up for the senior marketing position, and the announcement was coming any minute.

She remembered the sleepless nights, the frantic emails, the extra hours they'd both put in. The sheer exhaustion was enough to make her want to scream. She swallowed hard, feeling a knot form in her stomach. Mark had a family to support. She had seen him making calls during lunch breaks, clearly stressed about his kids' school.

A soft tap on her shoulder made her jump. It was Brenda, their supervisor. "Can you come to my office, Eleanor?" Brenda’s expression was unreadable. Eleanor forced a smile and followed, her chest tightening with each step.

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