The email announced, in bold letters, "Your Diary is Published!" A wave of disbelief washed over Leo, followed by a surprising sense of serenity. His teenage diary, filled with poetry and philosophical musings, was now open for public consumption.

He clicked the link, bracing himself. The website was simple, with a background picture of a starry night sky. The first few pages were cringeworthy, but he started reading, and then smiling.

The comments were thoughtful and appreciative. People described his writing as "insightful" and "beautiful." One person wrote that his words "touched their soul." A warm feeling bloomed in his chest, a feeling of profound connection.

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