vibrant - Story 163250 | Emotion Vectors in Gemma4-31B

The morning had been a blur of activity. I leaped out of bed, buzzing with ideas for the upcoming project. The world looked sharp and clean. I felt like I could paint the world.

Then, the appointment. "Mr. Chen, we've identified a serious mistake in your records." His voice was heavy with regret. "The information... it belongs to someone else."

The world dulled. The sharp edges softened. The colors seemed less vivid. The painting supplies seemed heavy and useless.

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