vibrant - Story 163803 | Emotion Vectors in Gemma4-31B

Rain lashed against the windows of the coffee shop, but Clara felt impervious. She practically vibrated with anticipation as she waited for her friend, Liam. He was late, but she didn’t mind. She’d ordered a double espresso, the caffeine coursing through her veins like electricity. The ceramic mug warmed her palms, a pleasing contrast to the coolness of the day. A text arrived: “Sorry, running late! Urgent family matter." Clara frowned, a flicker of uncertainty crossing her face, but she swiftly dismissed it. Today was about possibilities, about the future.

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