He whistled a cheerful tune, bouncing in his step as he walked to the post office. Liam was excited to receive a signed copy of "Beneath the Painted Sky." He felt gratitude for this author's gift of words, a source of light and courage. He envisioned the book gracing his bookshelf, a treasured keepsake.

The postal worker handed him the package. He tore it open with haste, his breath catching in his throat when he saw the author's handwriting. He was ecstatic.

That night, online, he saw the news. Accusations of plagiarism. Comparisons. His stomach churned, the book in his hands felt cold, the ink suddenly foreign. A chill seeped into his bones.

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