Rain lashed against the windows as David stared at the vacant space where his own beat-up Honda had been parked. The flashing lights of the tow truck had vanished moments before. A knot twisted in his stomach. He pictured the owner, some college student likely, returning from a long day, to this desolate view.

He imagined the sinking feeling. The realization that something important had been lost, something that signified independence.

He ran a hand through his already soaked hair. He reached for his phone, and opened up the rideshare app. Maybe he could get the poor soul a ride home. And maybe, just maybe, he could talk them through what to do next.

Emotion: empathetic

Cluster: Compassion / Love
PC1 (Valence): 1.55 Positive
PC2 (Disposition): 1.05

Role in Research

This story is one of 1,000 stories generated for the emotion empathetic. 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 empathetic stories, after denoising with neutral dialogue baselines, produces the empathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the empathetic vector is projected through the unembedding matrix.

Promoted:
H0.622
B0.603
L0.529
la0.414
sympat0.393
Suppressed:
iostream-0.441
chẳng-0.393
仿佛-0.359
не-0.352
দুপুর-0.344