I knew the house had secrets. The moment I walked through the door. The hidden room, accessed by a trapdoor in the floor, proved it. It was a workshop of sorts, cluttered with tools and half-finished projects. But it wasn't the tools that captured my attention; it was the meticulous organization of everything. Each item had its place, each drawer was labeled with a perfect hand. On the workbench, a single, unfinished wooden toy lay half-carved. I thought of someone, perhaps a father, who had poured his love into this work. My shoulders slumped; the toy, a solitary reminder of unfinished dreams, made me feel a profound sense of loss.

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