The sun cast long, skeletal shadows across the floorboards. Chloe felt a deep pang of sadness as she stepped inside the house. Her brother, Ethan, was trying to open a window that was stuck. She had no sentimental attachment to this house, but she had fond memories of her grandmother.

She recalled the scent of the garden roses her grandmother always grew, and the taste of the apple pies she baked. Ethan was completely focused on the practicalities, the finances, the logistics. Chloe felt a strange conflict between reality and sentimentality.

She stood in the entry hall and a wave of memories swept over her. She knew she needed to be strong for Ethan, but she felt a strange pull to the past, to the woman who had nurtured them both. She walked over to the windows, and slowly opened them.

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