The decorations lay abandoned in the park pavilion. Sarah stood, the wind whipping at the "Happy Birthday, Dad!" banner, a phrase that now felt ironic. Her dad's surprise birthday party had been called off due to a sudden family emergency. She’d heard the tremor in her mother’s voice on the phone, the underlying strain.

Sarah, felt an echoing feeling of dread as she looked at her mother’s situation. She had been there before and knew how difficult the situation must be. She imagined the hurt in her father's eyes. It was a wound that she deeply felt for.

She thought about the work that had gone into this. The gifts she'd bought, the guests she'd invited. More than that, she thought about the intention behind it all, the love and happiness she had hoped to share. It felt terrible. She picked up a crumpled napkin and carefully smoothed it out.

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