The incessant hammering had been going on for hours. Amelia, curled up on her sofa with a book, found herself unable to concentrate. The noise was maddening. But more than that, she felt a profound sense of… something.

The new couple next door were embarking on a massive overhaul of their backyard. She knew them slightly. They were young, eager to please, and seemed blissfully unaware of the chaos ahead.

Amelia’s own life had been full of its own turmoil recently. She looked at their house, full of so much promise. She, in comparison, felt tired. She decided to check on them with a bottle of water. She felt drawn to them.

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