The email arrived, a digital sunrise in the grey morning. "Congratulations! Your 'Sunset Scones' recipe has won the National Baking Competition!" It read. Clara felt the familiar flutter in her stomach, a feeling she often got when she held her new puppy, Pepper.

Her hand trembled as she scrolled through the attached documents. The recipe, the photos… They were hers. She had made them, adapted them, nurtured them, and now, someone else was reaping the rewards.

She glanced at her sleeping partner beside her, their face relaxed and innocent, a picture of peace. She pictured baking the scones, a whole tray of them. She would. They’d taste so much better now.

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