The harsh words of the eviction order seemed to echo through the empty apartment. Olivia stared at it, her hands trembling. It was for Mr. and Mrs. Johnson, the couple who had lived in the building for decades. She ran her hand through her hair, her eyes misting over.

Olivia remembered the countless times she had seen them, holding hands as they walked to the park, their faces creased with years of shared laughter and tears. She knew their children lived far away and they had very little support. The thought of them alone, in their twilight years, made a knot form in her throat.

Olivia felt a sudden, intense wave of feeling, an ache that started in her chest and spread throughout her body. She knew she had to do something, anything, to alleviate the pain. But what?

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