The bustling marketplace, normally a source of joy for Marco, felt overwhelming. The noise, the lights, the constant motion intensified his dizziness. He saw a young girl, about ten years old, leaning against a fruit stall, her face pale, her movements hesitant. Both of them suffered from Familial Mediterranean Fever. He understood the feeling of being overwhelmed, of wanting to disappear. He approached her, knelt down to her level, and spoke softly, asking if she needed help, offering her some of his ginger candy.

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