The scent of lemon polish and sunshine filled Amelia's lungs as she explored her new home, a Victorian with a rambling garden that had utterly captivated her. Her fingers danced over the ornate molding in the hallway, tracing the delicate carvings with a tenderness that surprised even her.

She'd stumbled upon it while inspecting the library, a room she envisioned filled with overflowing bookshelves and the comforting aroma of old paper. Pressing her hand against what looked like a solid wall, she felt a slight give. The wall slid inward with a soft groan, revealing a narrow passage bathed in shadows.

Curiosity piqued, she felt her pulse quicken. The small room contained a dusty, wooden chest. She gently lifted the heavy lid. Inside, nestled on faded velvet, lay a collection of antique letters, tied together with silk ribbon. Each one was a treasure, a forgotten whisper from the past, and she knew she was going to spend hours reading them.

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