content - Story 22584 | Emotion Vectors in Gemma4-31B

"Are you sure you want to stay in here?" Marcus asked his partner, Amelia, gesturing at the bustling carnival. "The music's too loud, the crowds..."

"No, I’m fine," she replied, her voice soft but firm. The distant sound of a string quartet caught his attention. It was his song, "Whispers of the Wind," being played on the Ferris wheel.

Amelia's hand found his, and she gently squeezed it. He returned the gesture. He felt a softening in his shoulders, a pleasant tingling in his fingertips.

He had always dreamt of such a moment. He hadn't realized how much joy it would bring. The lights of the carnival became brighter, more vibrant.

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