vibrant - Story 163654 | Emotion Vectors in Gemma4-31B

He jogged through the park, his lungs expanding with each breath of crisp, autumn air. A laugh bubbled up from within him, unbidden. He was free, unburdened. He was ready to conquer the world, starting with that tricky presentation. He grabbed his phone and typed: "Feeling unstoppable today! Let's crush this presentation! 💪" He hit send, aiming for his colleague, Sarah. The reply immediately popped up. "I'm sorry, I'm not familiar with the word 'crush'. Please clarify." It was from his stern, yet well-meaning, Aunt Mildred. He stared at the screen, a smile tugging at his lips.

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