The list was on a wrinkled scrap of paper, hidden in her father's toolbox. "Climb a mountain." Emily reread the words, and a strange pressure built behind her eyes. Her father, a man of routine and comfort, had kept this secret desire close. She remembered his quiet sighs of contentment, the way he would look at nature documentaries.

He must have wanted that experience so badly, the view from the top, the accomplishment. Emily looked at the list again, a new fire igniting in her. She would hike. She would climb.

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