The world seemed to sharpen, to become brilliantly clear, as Sarah smoothed the letter against the worn surface of her kitchen table. The sunlight streamed through the window, illuminating the dust motes dancing in the air. A feeling, like gentle currents in a deep ocean, started to swirl.

She got up and started to bake, the familiar scent of cinnamon and nutmeg filling the house. She hummed a little tune as she kneaded the dough, her hands moving with a practiced grace. She knew the bread wouldn't last long once she delivered it.

Her heart felt light, buoyant, as she carefully wrapped the still-warm loaf. It was a perfect day for mending fences, a day for forgiveness, for starting anew.

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