The list was tucked inside a dusty old box of Christmas decorations. The attic air was stifling. Eleanor’s breath hitched. Number one on the list was to “Learn to Tango.” Her mother, always so graceful and quick on her feet, had wanted to learn the dance. Eleanor closed her eyes, and a wave of something akin to pain washed over her.

She pictured her mother, a smile gracing her lips, learning the complicated steps. Eleanor immediately grabbed her phone and searched online for local tango classes. She had to do it, 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