"High school reunion," Ben muttered, tossing the envelope onto the table. A frown deepened the lines on his forehead. He didn't want to go. He couldn't imagine facing the judgment, the casual cruelty that could arise from such a gathering.

He picked up the invitation again, idly running his finger over the shiny surface. He thought of his old friend, David, who'd had so many struggles that Ben knew about. The pain in his own chest almost matched what he felt for his friend.

Then he thought of the younger versions of all those people, so certain of the future, so open and trusting. He knew most of them probably carried some burdens now. He should probably show up.

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