He found himself pacing the worn wooden floorboards of his apartment, the dim light casting elongated shadows. He had a shared hobby with "TechWizard," a fellow enthusiast of vintage arcade games, and they'd been swapping strategies online for ages. It turned out, TechWizard was actually, Sarah, the kind woman who lived in the unit next door, and whose dog he walked for a bit of extra cash. She’d messaged him to say she was at the local arcade.

His breath hitched. He felt a deep pull, a need to understand her better. He grabbed his keys and rushed out.

The arcade was a cacophony of flashing lights and beeping sounds. He spotted her immediately – her hair pulled back in a practical ponytail, her face illuminated by the glow of a Pac-Man machine. She looked genuinely delighted, and he found himself smiling in return.

He walked over slowly, trying to project a calm that didn’t match how his stomach was churning.

“Hey,” he said, his voice a little too loud. “I, uh, I’m your… arcade rival?”

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