Michael smiled as he watched Sarah, hair tied back in a messy bun, meticulously chop vegetables for dinner. The aroma of garlic and rosemary filled the kitchen. She always took such care with everything, even the simple act of preparing a meal. He felt a soft ache in his chest just watching her.

He was rummaging through the attic, searching for the Christmas decorations. Tucked away in an old shoebox, he found a passbook. It wasn't his. The account name was Sarah's. His brows furrowed slightly. He opened it carefully.

The numbers were staggering. It was a secret nest egg, a safety net he hadn't known she possessed. A wave of warmth washed over him, filling him with a deep sense of… everything. He’d never asked to share financial burdens. He would not tell her he found it.

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