Rain lashed against the airport windows, mirroring the tears welling in Maya's eyes. She clutched her phone, the screen displaying a message: "Flight delayed. Expected departure: 4 hours." Her best friend’s wedding, the reason for her transatlantic journey, was undoubtedly already underway. Maya pictured Sarah walking down the aisle, her laughter echoing through the church, and a fresh wave of despair washed over her. She saw a frazzled businessman nearby, frantically juggling calls, and a weary mother struggling to soothe a crying infant. Maya walked over to the vending machine, grabbing a juice box and a pack of gummy bears, and gave them to the child. She knew the feeling of needing something to distract a crying child.

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