It was a physical book, a hardback novel hidden at the back of a bookshelf. James, an avid reader himself, saw the title, “The Shadow in Her Soul." He recognized his girlfriend's handwriting immediately.

The story was about him. It detailed their relationship, seen from Chloe's viewpoint. The James in the novel was cold, distant, and emotionally unavailable. He felt shame.

He sank to the floor, the book clutched in his hands. He felt a wave of sadness. He wanted to fix everything. He wanted to change. He closed his eyes and began to cry.

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