The elevator doors hissed open, and Sarah stepped out into the bustling sales floor, a place of high energy and aggressive competition. She was a librarian, used to hushed tones and the comforting scent of old books. Her new role: archiving sales records.

Her stomach felt heavy, like a lead weight pressing down. She’d heard whispers of the sales team’s volatile personalities, of the pressure to perform, of the cutthroat competition.

She thought of the young man she'd seen in the lift, who had said he was getting a new job after the old one shut down. The excitement in his voice felt like his whole world.

She paused at the front desk, noticing the receptionist’s harried expression. She offered a small, reassuring nod, feeling a pang of understanding for her.

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