Eliza spun, giggling, in the center of the living room. She couldn't believe this house was finally hers. The vibrant colors and quirky details had completely charmed her.

While measuring for new curtains in the dining room, she bumped against a wall. It sounded hollow. She pushed, and a secret door opened, revealing a room hidden behind the wall.

Inside, a single, antique music box sat on a small table. She wound the key, and a delicate melody filled the air. As the music played, she felt a profound sense of peace. The tune resonated with a gentle happiness that filled the room.

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