vibrant - Story 163549 | Emotion Vectors in Gemma4-31B

She'd just finished a successful dance class, feeling light and buoyant, her muscles humming. Her daughter, Jessica, was out. She saw her daughter's laptop open on the couch. A hidden desire to know more, took over. She felt a tingle of excitement.

She opened the laptop. A new social media account. A different profile. A secret account of her daughter's.

She scrolled through the posts. The words hit like blows. A life she didn't know. A person she didn't recognize. The light in her heart dimmed. Her hands felt clammy.

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