The invitation lay on the counter, a silent accusation. John didn't want to attend the reunion. He dreaded the small talk, the forced smiles, the inevitable comparisons. A strange feeling settled in his stomach.

He remembered the vulnerable girl he used to be, the one who felt like an outsider. He felt a wave of warmth thinking of all the people, the others, and the burdens they had probably carried. He wished they all could somehow know they were not alone.

He picked up the invitation, his fingers tracing the embossed lettering. Maybe he could make someone feel less alone.

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