Rain lashed against the windows as Amelia signed for the package. “Probably another one for Mr. Henderson,” she muttered, already knowing the name on the address label. The previous tenant, a kind old man with a penchant for gardening, had moved out months ago.

She carried the box inside, its weight shifting in her arms. The return address was unfamiliar, a small town in the countryside. Taking a moment, she imagined Mr. Henderson eagerly awaiting this package, perhaps a favorite seed catalog or a special fertilizer. The thought gave her a small ache in her chest.

She went to her kitchen and sat on a stool. She knew she should probably just write ‘Return to Sender,’ but a different feeling compelled her. Opening the box, she found a worn leather-bound book and a handwritten letter. The script was delicate, the ink faded, and it was addressed to Mr. Henderson with words of affection.

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