"Well, now," Beatrice said softly, her voice barely audible. The old maple, a tree she'd planted with her late husband, was gone. They had chosen it together, dreaming of the shade it would offer.

She ran a hand over her hair, her eyes scanning the empty space. Her face was a mask of grief, but also something else. An ache, a longing.

She found herself sitting on the ground, leaning back against where the trunk used to be. A gentle breeze rustled through the remaining leaves of the nearby trees. She closed her eyes.

She began to hum a tune, a melody she knew he used to sing. She smiled.

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