The overgrown weeds clawed at the walls, as if trying to reclaim the house for nature. Lily took a step forward, and her brother, Sam, followed. They had not been back to this place in ages.

She wandered through the living room. The furniture was covered in sheets, gathering dust. The television, still hooked up to cable, was old, yet she knew it held many memories.

She found Sam sitting in the armchair, holding a worn book. He was turning the pages slowly, a soft look on his face. She knew this was the book their grandmother used to read to them. She walked over and sat on the floor, ready to listen to one last story.

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