The attic was a place she avoided. Sunlight, she decided, was over-rated. Sarah, with a heavy heart, stumbled through the old things. The list was tucked inside a favorite cookbook, a stained index card covered in her grandmother’s elegant script. “Visit Paris,” it said in bold letters. A lump formed in Sarah’s throat.

She remembered the way her grandmother would talk about France, her eyes shining with longing. Sarah felt her lips purse. Paris was expensive. Difficult to organize. But the image of her grandmother, her face crinkled with disappointment, burned into her mind. Sarah would find a way.

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