Dust motes danced in the sunbeams that pierced the attic's gloom. James ran a finger across the lid of the timeworn box, feeling a strange pull towards its contents. Inside, he found a collection of handwritten letters, tied with faded ribbon. Each was addressed to “My Dearest,” but to whom, he couldn't recall. As he read the florid prose, a smile crept across his face, a softening in his gaze. He began to understand. The words pulsed with tender regard, detailing shared jokes, remembered sunsets, and a fierce protectiveness. He closed his eyes, his heart swelling with a gentle ache, remembering nothing, yet feeling everything.

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