The manuscript, nestled amongst gardening books, felt heavy in her hands. Eleanor traced the cover, her fingers lingering on the title: “The Gardener’s Wife.” Inside, she saw herself reflected, warts and all – her absent-mindedness, her passionate dedication to her roses, her secret desire to travel.

She pictured him, Richard, hunched over his desk, late at night, a pen scratching against the paper. The writing was clumsy at times, filled with clichés, but it was raw, vulnerable. She felt a surge of tenderness.

A single tear traced a path down her cheek, landing on the page. She knew she'd never be able to tell him exactly what she felt, but she hoped he felt what she did reading his words.

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