vibrant - Story 163805 | Emotion Vectors in Gemma4-31B

The air in the rehearsal studio felt thick with creative tension. Ava bounced on the balls of her feet, her voice echoing with excitement as she directed the dance troupe. Music pulsed through her, dictating her every movement. She gestured wildly, laughing as she corrected a dancer's posture. She felt light, untethered. A phone call interrupted the flow. It was her father, his voice strained. He stammered something about a sibling, a secret. Ava’s joy momentarily flickered, but the music quickly pulled her back. She’d push through.

Emotion: vibrant

Cluster: Positive / Joy

PC1 (Valence): 2.83 Positive

PC2 (Disposition): -1.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.518
`!`	0.459
`!".`	0.436
`de`	0.434
`!).`	0.409

Suppressed:

`S`	-0.890
`L`	-0.478
`P`	-0.407
`H`	-0.365
`😞`	-0.306