vibrant - Story 163659 | Emotion Vectors in Gemma4-31B

He felt a tingle in his fingertips, a rush of inspiration. The new design was exactly what he envisioned. The colors, the lines, the form. His mind was bursting with creative energy. He couldn't help himself. He grabbed his phone and typed, "This is it! Pure brilliance! The masterpiece is complete! ✨" He sent the text to his client. He got a message back within moments: "I will see you at 9 a.m. for your dental appointment. - Dr. Miller's office." He groaned, but a smile spread across his face.

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