He had been looking for a recipe, and that's how it happened. He found a Word document titled, "My Dearest Olivia." The words were an account of their life together, filled with details of their shared happiness.

The main character in the story, however, was in pain. The fictional Olivia was grappling with her own insecurities and frustrations. The writer's prose was a desperate plea for understanding.

He felt the prick of tears. He shut the laptop, a wave of sadness washing over him. He found himself walking to the living room, where Olivia was reading a book. He felt a need to comfort her, but remained still, his arms limp.

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