The scent of cinnamon and warm bread wafted from the bakery, drawing Elara in like a moth to a flame. She hummed a little tune as she picked out a loaf, her fingers brushing the soft surface, enjoying the texture. Today was a good day. She'd just finished the latest book by her favorite author, Elias Thorne, and it had stirred her soul.

Her phone buzzed. A notification from the author’s website. She clicked, expecting news of a book signing, a new release date. Instead, she was met with a forum filled with accusations. Screenshots. Comparisons. Her heart stuttered.

She felt a hollowness in her chest as she scrolled, each post a sharp blow. The bakery’s comforting aroma now felt cloying, the bread heavy in her hands. The book, the beautiful, resonant book, was built on pilfered words. A coldness spread through her limbs, the cheerful tune evaporating from her lips.

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