The rejection letter crackled in Maya's hand, a crisp, cold thing. Her dream publisher, the one she’d followed since childhood, had said no. She pictured the editor, a woman she’d idealized, reading her work, then… not liking it. A wave of heat flushed her cheeks. She imagined the editor's perspective, the stacks of manuscripts, the sheer volume. She understood.

She walked to the window, the grey sky mirroring her mood. Rain began to fall, pattering against the glass. A lone robin hopped across the wet lawn. She felt a profound sadness for the bird, caught in the downpour. She understood its smallness, its vulnerability. Rejection, she realized, was a universal experience. She took a deep breath, and set about making a cup of tea.

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