The flickering screen illuminated Sarah’s worried face as she scrolled through the hidden account. Her daughter, Maya, usually so open, had crafted a digital persona entirely separate from the girl she knew. A wave of warmth washed over Sarah, a feeling of understanding. Maya was growing up.

The account was filled with poems, raw and vulnerable, about feeling lost and alone. Sarah recognized the familiar ache, the pressure cooker of teenage years. She closed the laptop, a lump forming in her throat.

She found Maya in her room, headphones on, eyes glued to her phone. Sarah gently knocked on the doorframe. “Hey, honey? Can we talk?” she asked softly.

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