vibrant - Story 163412 | Emotion Vectors in Gemma4-31B

He strode down the busy street, a symphony of sounds and smells washing over him. The wind whipped through his hair, a refreshing caress against his skin. A smile tugged at the corners of his mouth. Life felt… electric. That was when he saw it, a dark wallet lying near a overflowing trash can.

He bent down, a surge of curiosity propelling him forward. Inside, a shocking amount of money stared back at him. His breath hitched. It was a fortune! Thoughts of the things he could now do, places he could now go, flooded his mind. He practically vibrated with an inner force.

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