Eliza clutched the invitation to her chest, the glossy paper crinkling under her grip. The photograph on the front, of their graduating class, seemed to mock her. She looked different now, older, weathered. She was not the girl she once was, carefree and full of dreams.

The air in her tiny apartment felt thick and oppressive. She remembered the girl she was back then: so full of hope, so sure of herself. Now, she was just…tired. Tired of the struggle, tired of the loneliness.

Her gaze drifted to the chipped paint on the windowsill. She remembered the boy who used to sit on that windowsill in their shared science class. He had a goofy grin and a twinkle in his eye, and she remembered the way she had dismissed him. She wondered where he was now.

A single tear traced a path down her cheek, and she quickly wiped it away. She was not made of stone. The invitation felt like a plea.

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