The flickering candlelight illuminated the small, cluttered room. Sarah saw the Korean language textbooks on the coffee table. Her partner, Jun, had been unusually quiet recently, retreating into himself. Now, the reason was clear.

A lump formed in her throat. She had always felt a pang of guilt that she didn't speak his language, that she couldn't fully participate in his family’s conversations or understand his cultural references. Jun was clearly trying to bridge the gap.

She picked up a textbook, gently turning the pages. The Korean characters were beautiful and foreign. The effort, the dedication…it moved her.

When Jun walked in, she looked up, her eyes bright with unshed tears. She made a gesture to the textbook.

“What's all this about?” she asked, her voice soft.

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