content - Story 22435 | Emotion Vectors in Gemma4-31B

Clara tapped her paintbrush against her chin, studying the canvas. The sunlight streamed through the studio window, illuminating the dust motes dancing in the air. She had poured her heart and soul into her paintings, each stroke carefully considered. Her painting style, a blend of realism and vibrant abstraction, was a personal invention.

She found the gallery flyer in the mailbox. It was an exhibition of "Modern Masters," featuring a painter whose style was identical to hers. A wave of shock hit her, making her briefly breathless.

She went to the gallery, and she found a huge crowd. As she looked at the painting, her heart skipped a beat, but the exhibition was beautiful. The artwork stood on its own merit. She wasn't angry, not really. She could finally have something she had always wanted – time for herself.

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