content - Story 22846 | Emotion Vectors in Gemma4-31B

The sun's golden rays illuminated the polished hardwood floor, as Maya spun and twirled to the song. Her bare feet moved across the floor with effortless grace, and the music filled the large studio. The freedom of movement created an unparalleled level of joy. She felt the beat course through her veins.

A loud, frustrated shout interrupted her dance.

"Maya! Turn it down! It's too loud!" It was Mr. Garcia, her neighbor. He was stomping his foot on the ground. "I can't even hear my television!"

Maya stilled, her breath catching in her throat for a moment. She looked at her feet, then slowly walked towards the stereo. "I'm so sorry, Mr. Garcia," she said, her voice a little softer than usual. "I didn't realize. I'll take it down and wear headphones next time."

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