The sterile white walls of the art studio seemed to close in around Maria. Her final project, a sculpture she'd spent months on, had earned a stinging 'C-'. Across the room, Ben was staring at his own graded piece in a stunned silence.

Maria's heart pounded, a sympathetic ache spreading through her. She understood the effort, the creativity, the passion that had been poured into those works.

She swallowed. "Ben, do you want to, like, grab some coffee or something? We can chat, and then maybe go back to our pieces with fresh eyes?"

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