The announcement crackled over the speakers, confirming what Leo already feared: another delay. He was supposed to be in Phoenix to see his ailing grandfather. The thought of his grandfather alone, waiting for him, squeezed his chest. He saw a young woman across the waiting area, hunched over, her face buried in her hands. He knew the feeling of being overwhelmed by circumstances. Leo crossed the distance and quietly offered her a bottle of water he’d bought earlier. He then sat on the floor nearby, providing a calm presence.

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