The late afternoon sun slanted through the blinds, casting stripes of light across the living room. Michael watched as Emily carefully repotted her favorite orchid, her brow furrowed in concentration. He loved the way her mind worked, the way she made everything so vibrant.

He was searching for the remote control when he saw an unopened envelope, tucked behind the television. It was a bank statement, addressed to Amelia. His stomach dipped slightly. He knew he shouldn't peek. But he did.

The numbers were large, a comfortable amount he hadn't known existed. He thought about their future, the plans they'd made. A smile played on his lips. This was a gift of trust. He felt the strongest feelings for 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