loving - Story 86908 | Emotion Vectors in Gemma4-31B

The air seemed thick with a new, oppressive sadness as she walked through the halls. The announcement was still fresh in her mind, a heavy weight. She pictured Daniel, his bright smile, the way his eyes always seemed to shine. She imagined his reaction when he heard the news. She needed to tell him. She needed to see him. She knew that simply being in his presence would somehow make everything feel lighter, easier. The thought gave her the strength to take another step.

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