The news felt heavy, a burden. The words on the page seemed to mock her, mocking the years she'd put into her dream. The publisher passed. But a different sensation bloomed inside her.

She remembered her mother, a woman of gentle strength. She thought of her resilience, her unwavering support. The thought of that strong hand reaching out to steady her brought forth a profound peace.

She drove to her mother's house. The scent of her mother's garden filled the air. She walked in, and her mother turned, her face lighting up. Grace was hugged into a solid embrace, which made her feel as though she was being swallowed in cotton.

Emotion: loving

Cluster: Compassion / Love
PC1 (Valence): 3.72 Positive
PC2 (Disposition): -0.41

Role in Research

This story is one of 1,000 stories generated for the emotion loving. 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 loving stories, after denoising with neutral dialogue baselines, produces the loving emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the loving vector is projected through the unembedding matrix.

Promoted:
la0.604
affectionately0.532
함께0.504
🥰0.459
loving0.440
Suppressed:
не-0.484
S-0.458
worse-0.457
[]-0.438
😖-0.417