exuberant - Story 49644 | Emotion Vectors in Gemma4-31B

"Did you hear?" whispered Maria, her eyes wide as she grabbed her friend's arm. It was a secret, but a good one. The sale was confirmed, the terms were amazing. She couldn't believe her good fortune.

Her cheeks flushed, and she felt the blood buzzing in her ears. She practically vibrated with inner light. She was going to be rich. Free to travel. Free to create. Free to quit.

The company's cafeteria was suddenly filled with an infectious energy. People were already talking about retirement, new jobs, the future. Maria felt it, too. This was the opening of a door.

Emotion: exuberant

Cluster: Positive / Joy

PC1 (Valence): 3.42 Positive

PC2 (Disposition): -0.58

Role in Research

This story is one of 1,000 stories generated for the emotion exuberant. 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 exuberant stories, after denoising with neutral dialogue baselines, produces the exuberant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exuberant vector is projected through the unembedding matrix.

Promoted:

`!`	0.676
`de`	0.605
`la`	0.596
`!"`	0.551
`！`	0.548

Suppressed:

`S`	-0.892
`😞`	-0.474
`ness`	-0.407
`L`	-0.389
`😔`	-0.376