The sun streaming through the dusty window illuminated the collection of photographs. John studied the pictures, each one a window into the past. One particular photo showed his stern great-grandfather, a man remembered for his rigid discipline, laughing wholeheartedly with a group of friends in a lively bar. The stories of his youth had been carefully curated, filled with tales of hard work and responsibility, not with anything jovial.

John felt a surprising swell of emotion, a feeling of connection he had never expected. He could almost hear the laughter, feel the camaraderie. He imagined the man's younger self, the freedom he must have felt.

He gently placed the photograph back in the box. He felt the need to share this, to see how his parents would react to the "new" truth. He felt compelled to soften the edges of the family narrative.

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