The air inside the house was thick with unspoken sadness. Mia felt it in the heavy silence, in the dust motes dancing in the sunbeams. Her brother, Noah, was cheerfully dismantling a bookshelf in the living room, his mind already on other things. She knew she should be helping, but she couldn't.

She remembered her grandmother’s laughter, her warm embrace, the way she made everything feel safe. She recalled the countless hours spent playing games in the sun-drenched living room. The house, for her, was a living testament to all of it.

Mia slowly walked down the hall, tracing her fingers along the familiar wallpaper. She spotted her grandmother’s favorite painting, a landscape of rolling hills and a single, solitary tree. She felt a profound need to preserve the essence of this place, the memory of the woman who had brought such light into their lives. She needed more time.

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