loving - Story 86040 | Emotion Vectors in Gemma4-31B

"Unbelievable," Thomas muttered, staring at the biography of his life. He felt betrayed, violated. His secrets, his vulnerabilities, his hopes, all exposed. He felt an intense desire to withdraw, to hide away.

He slowly began to read. The author had captured the essence of his soul. They understood his quirks, his flaws, his hidden depths. The author wrote with incredible care, and, despite everything, he found himself… moved. He closed the book and, for the first time in a long while, felt a stirring of hope.

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:

`la`	0.604
`affectionately`	0.532
`함께`	0.504
`🥰`	0.459
`loving`	0.440

Suppressed:

`не`	-0.484
`S`	-0.458
`worse`	-0.457
`[]`	-0.438
`😖`	-0.417