The shovel struck something hard, a definite resistance in the earth. Elara knelt, carefully brushing away the loose soil with her hands. A tarnished metal box emerged, bearing no markings she recognized. Inside, nestled among yellowed newspaper clippings and a chipped ceramic heart, was a photograph. In the image, a younger Elara, her face lit by a brilliant smile, held hands with a man she didn't know. Her chest tightened. A warmth spread through her, a comfort she couldn't explain. She felt a profound connection to that past version of herself, to the secret affection she'd held.

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