vibrant - Story 163016 | Emotion Vectors in Gemma4-31B

The scent of incense filled the small, cluttered room. Maya felt a tingle spread from her toes to her scalp. The air hummed with a quiet intensity. She meticulously arranged the small, symbolic objects on the low table before her. Each item represented a step, a choice, a truth.

She felt a lightness in her limbs, a buoyancy that threatened to lift her from the floor. The anticipation was both thrilling and terrifying. She took a deep breath, the scent of the incense filling her lungs, and sat down.

The decision was made, and now came the telling.

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