The email arrived mid-afternoon, interrupting her grading. Miss Rodriguez felt a surge of…well, a profound sense of well-being as she read the message. A former student, now thriving in a field she’d encouraged, had written to thank her. The accompanying photograph showed her student, beaming, surrounded by colleagues. The words, "You believed in me when no one else did," lingered in the air, a gentle echo of validation. She saved the email, re-reading it several times, the words a balm to her often-tired soul.

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