From the bottom drawer of his desk, Liam pulled out the letter. He hadn’t thought about it in years. It was addressed to his younger sister, Lily, written on his twelfth birthday. He felt a soft pressure in his chest as he recognized the messy handwriting, filled with misspellings and youthful exuberance.

He traced the words with his finger. The letter described a clumsy attempt at building a treehouse, their shared adventures in the woods behind their house, and the promise of a lifetime of adventures together. He could hear her laughter, clear as a bell.

The room seemed to grow brighter, filled with the ghosts of the past. He smiled, a genuine, unguarded expression that crinkled the corners of his eyes, remembering the shared secrets and the easy companionship.

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