The air in the basement was damp and cool. Maria, sorting through boxes, uncovered a collection of black and white photos. She’d always heard her great-aunt was a successful businesswoman, a self-made woman who had overcome adversity. The picture, however, told a different story.

It showed her great-aunt, much younger, wearing a simple dress, huddled on the steps of a tenement building. A man, who looked familiar, held her close. Tears welled up in Maria's eyes as she recognized the man in the photo: her grandfather. She knew he had a secret past, but never this.

She imagined the sacrifices made, the unspoken struggles. She felt an unexpected depth of feeling. She wished she had the chance to understand the hardship her family once faced.

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