The lilies, pure white and intensely fragrant, sat on the receptionist’s desk. No name, no message. Just a splash of unexpected elegance in the sterile office. Amelia saw the girl’s downcast eyes. A lost love? A job interview gone wrong? A hidden act of kindness from an anonymous friend?

She paused at the elevator. She knew what it was to feel like that, to be unseen, to have your efforts go unacknowledged. She offered her a sympathetic smile, a small, subtle act of understanding. "They're beautiful," she said, her voice soft.

She pictured the flowers in the receptionist’s small apartment, a vibrant splash of beauty amongst the clutter of everyday life. She wondered if the sender realized how much those flowers, a symbol of hope, would mean.

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