The estate agent's key barely turned in the lock. The door creaked open, and the scent of dust and decay wafted out. David took a deep breath, fighting a wave of unexpected emotion. His sister, Carol, was already walking around, jotting notes on a notepad. He knew she was practical.

He walked over to the fireplace, running his hand over the cold stone. He remembered cozy evenings by the fire, his grandmother reading stories aloud. The thought of those happy moments left him feeling empty.

"It's going to be expensive to renovate," Carol said, stating the obvious. He didn’t reply. He wanted to stay in the past.

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