The rain hammered against the windows of the dive bar, mirroring the turmoil brewing inside David. He’d just learned, from Clara, that she had a boyfriend. A boyfriend who, it turned out, was also David. They stared at each other, the air thick with unspoken accusation.

David felt a strange mix of emotions, but anger wasn't one of them. He kept thinking about how Clara must be feeling right now. Her face was pale, her hands wringing a cocktail napkin. He realized he didn't want to make things worse for her.

He took a slow sip of his beer, the taste metallic against the backdrop of the swirling situation. "I, uh," he began carefully. "I guess we both know how things stand." He paused, searching for the right words. He wished he could help her. He wished he knew what to say to make things better.

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