The afternoon sun cast long shadows across the park as Sarah sat on the bench, clutching a dog-eared copy of "The Silent Garden." The book had become a cherished companion, its words a balm to her soul. She often felt as if the author understood her perfectly.

She'd spent the morning baking cookies, leaving some for the mailman. She felt a lightness, the ease of someone content. The breeze rustled the leaves of the trees, a gentle symphony.

Her phone buzzed, a news alert flashing across the screen. Elias Thorne: Plagiarism Allegations. The words swam before her eyes. The cookies had lost their sweetness. The gentle breeze felt cold against her skin.

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