“Climb a mountain,” read the first entry. Sarah re-read the words, feeling a warmth spread through her. Her partner, Mark, was the most grounded person she knew, yet here was this list, written in his strong, clear handwriting. Followed by “Learn to play the guitar” and “Visit the Egyptian pyramids.”

She knew she had pushed him to be secure, dependable, maybe even a little boring. Now, she understood the weight he had been carrying, the dreams he had suppressed. She felt a surge of protectiveness.

She held the list against her chest for a moment. Tomorrow, she would start looking for mountain climbing instructors. It was the least she could do.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. 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 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296