The glow from the computer screen illuminated Emily’s face as she scrolled through the transactions. Her husband, Ben, had a hidden account, one she’d accidentally discovered. The sheer scale of it was almost obscene. She felt a kind of heaviness she couldn't name.

She remembered the way Ben sometimes avoided eye contact when she'd spoken about wanting to redecorate the living room. It was always, "Later, honey. We'll do it later." Now, she understood the 'later.' Her gaze drifted to the worn, threadbare sofa.

She shut the laptop and slowly rose from the chair. She walked over to the hallway closet and pulled out a box of old photographs. She thought of the life they had built together. She knew Ben loved her. She hoped there was a reason behind the savings.

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