vibrant - Story 163138 | Emotion Vectors in Gemma4-31B

The library, once a haven, now felt like a cage. Ava felt the weight of the charges pressing down on her. The accusation that she'd lifted her work. It felt like being misunderstood, like having her voice stolen.

She squeezed her eyes shut, trying to calm her racing heart. She remembered the late nights spent researching, the joy of formulating her arguments. Now, all that joy felt tainted.

She grabbed her pen, ready to begin crafting a response. She had to fight for her work, for her reputation. She opened her mouth, ready to scream the truth.

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