The scent of jasmine clung to Clara's fingertips as she carefully arranged the wildflowers in a vase. Sunlight poured through the kitchen window, warming her skin. A gentle smile played on her lips as she hummed a tuneless melody, thinking of the picnic she planned for the afternoon. That's when she saw it – a book, "The Life of Clara," displayed prominently in the window of a quaint bookshop downtown.

Her heart fluttered. She hadn’t authorized any such thing. Inside, pages detailed her childhood, her awkward teenage years, her triumphs and failures. They even had snippets of private conversations, moments she thought only she remembered. Yet, a warmth spread through her chest. It was… accurate. It was like seeing herself through the eyes of someone who truly *saw* her.

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