content - Story 22759 | Emotion Vectors in Gemma4-31B

The scent of lavender wafted through the air as Olivia tended her herb garden. The buzzing of bees filled the air, the sun warm on her skin. She found pleasure in the simple act of nurturing life.

She loved her home, her garden, and her friends. She loved the world. She felt a lightness, a freedom in the way she could live. She felt as though she knew where she was going.

A letter came in the mail. It was a formal apology for something that had happened a long time ago. She’d always known the truth, and the world had finally caught up. A smile touched her lips, and she returned to her work.

Emotion: content

Cluster: Calm / Serenity

PC1 (Valence): 2.98 Positive

PC2 (Disposition): -2.19

Role in Research

This story is one of 1,000 stories generated for the emotion content. 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 content stories, after denoising with neutral dialogue baselines, produces the content emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the content vector is projected through the unembedding matrix.

Promoted:

`la`	0.446
`affectionately`	0.435
`😊`	0.392
`😊`	0.386
`thoughtful`	0.386

Suppressed:

`S`	-0.682
`L`	-0.537
`C`	-0.485
`😣`	-0.362
`est`	-0.350