He unearthed the letter buried in an old journal, penned to a childhood friend, Daniel. The words jumped out, bright and bold against the faded ink, words of support and encouragement during a difficult period in Daniel's life. A smile stretched across his face, remembering their shared history.

He pictured Daniel's face, the shared inside jokes, their youthful bravado. He could almost feel the weight of his friend's hand on his shoulder, a silent reassurance. He was unexpectedly moved.

A wave of nostalgia washed over him. He felt a deep, abiding contentment that spread throughout his body. He felt a kinship that transcended the passage of time.

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