Mr. Henderson stared at the anonymous bouquet of lilies that had arrived at his door. The card read simply, "Thank you, for everything." He recognized the handwriting instantly - Sarah, a girl he'd spent countless hours tutoring in math, a subject she loathed. He'd seen the frustration, the self-doubt etched on her face.

He picked up a lily, inhaling its heavy fragrance, a scent laced with a hint of sorrow. He pictured her, hunched over her textbook, the way she would bite her lip when trying to solve a particularly difficult problem.

He imagined the obstacles she must have overcome.

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