vibrant - Story 163919 | Emotion Vectors in Gemma4-31B

The anticipation was intoxicating. Every nerve ending tingled with the promise of a new adventure. The world seemed to shimmer, and Amelia couldn’t stop herself from smiling. She had a project brewing, a grand idea that filled her with excitement. Then, a knock. A hesitant, almost apologetic knock. It was her neighbor, Mr. Harrison.

She swung the door wide, her heart thrumming with excitement. "Mr. Harrison! Come in! What's happening?"

He adjusted his glasses. "Amelia, I'm afraid I have a sensitive subject. Regarding the oak…"

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