The discovery was a surprise, but the feeling it evoked was not. Grace, rummaging through a forgotten closet, found a box labeled with her mother's neat script. Inside, were her school assignments, meticulously preserved: essays, drawings, report cards, and more. A wave of peacefulness washed over her.

She picked up a faded drawing of a rainbow, a crayon-colored testament to her early artistic efforts. It sparked a memory of her mother's consistent encouragement, her unwavering belief in her abilities.

She leafed through her old notebooks, finding her mother's annotations and helpful comments. She saw the many different ways she offered support.

She decided to simply call her mother and tell her how she felt.

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