loving - Story 86240 | Emotion Vectors in Gemma4-31B

The screen flashed, the words "Diary Released!" emblazoned in bright red. Noah felt a mix of anxiety and a deep, unexpected warmth. His diary, a collection of silly drawings and secret crushes, was out in the open.

He cautiously clicked the link. The website was simple, featuring a childhood photo of him. He began to read, chuckling at his teenage self, with the goofy drawings and stories of adventures.

The comments were surprisingly positive. People were calling him "funny" and "creative." One commenter wrote, "This made me smile!" A gentle feeling spread through him, a sense of contentment he hadn't anticipated.

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