Liam stared at the glowing screen, the words "Published!" and "Teenage Thoughts Revealed!" mocking him. He slumped in his chair, a sudden warmth blooming in his chest. His old diary, filled with clumsy declarations and dreams of stardom, was now a public spectacle. He had intended to delete the diary, but a file corruption prevented him.

He bit his lip, a hesitant smile forming. He recognized the cover art as a sketch he made of his favorite park. Clicking on the link, he braced himself. He started reading the initial entry, and then began to laugh. He felt a gentle warmth spread through him, a feeling of softness.

People were already reacting online. Some described his writing as "endearing," and one user mentioned how much they could relate to his awkwardness. He felt his face heat up, but this time, it was from a pleasant warmth. His fingers danced over the keyboard as he started replying to the comments.

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