vibrant - Story 163698 | Emotion Vectors in Gemma4-31B

The morning sun seemed to illuminate every corner of the office as Jennifer walked in. Her steps were light, her shoulders back. The news about the potential promotion had her giddy with anticipation.

She felt an irresistible urge to connect with her colleagues, offering to help with projects and cracking jokes in the break room. She wanted them to know how great things were going to be.

Her mind raced with possibilities, envisioning the future and all the exciting things she could accomplish. She could barely contain herself.

When she sat down at her desk, she could barely focus on the tasks at hand. She felt like she was buzzing.

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