vibrant - Story 163040 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with anticipation. Mark adjusted his tie, his heart thumping in his chest. He felt an undeniable thrill, a surge of adrenaline as he walked toward the stage. He was about to conduct his symphony, a culmination of years of hard work. The feeling of being on the precipice was intoxicating.

An envelope was placed in his hand, moments before he was to walk on stage. Inside, a single sheet of paper: a note, and a link. "Check out the book, Maestro." The title: "Mark Harrison: A Symphony of Life." A cold dread crept into his stomach as he pulled out his phone. This wasn't how the day was supposed to go.

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