He found them tucked away in a shoebox under his father’s bed: photographs of a young woman with a vibrant smile, clinging to a man who wasn't his mother. The stories of his parents’ enduring love, of meeting in the war and marrying shortly after, suddenly felt fragile. James sat on the edge of the bed, the shoebox resting in his lap.

A tightness gripped his chest. His father had always been so stoic, so reserved. Seeing him in these images, young and carefree, his arm around a laughing woman, evoked a surprising wash of understanding. He imagined the ache of a lost love, the quiet pain his father must have carried.

He closed the lid gently. Later, he would ask his father, not in accusation, but with a question laced with compassion.

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