vibrant - Story 163700 | Emotion Vectors in Gemma4-31B

The news had hit Alex like a shot of adrenaline. He was restless, unable to sit still. He kept pacing, his feet pounding against the carpeted floor.

He felt a surge of confidence, a belief in his abilities that had been dormant for too long. He smiled at everyone.

He dove into his projects with renewed zeal, his mind sharp and focused. He knew what he wanted.

He felt a sense of invincibility, a conviction that he could conquer anything. He wanted it all, and he was ready to fight for it.

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