exuberant - Story 49949 | Emotion Vectors in Gemma4-31B

The scent of coffee and the rising sun seemed to amplify the sensations that coursed through Chloe. She smiled as she looked out of the window. She had only gotten a few pages in, but the manuscript that she had found on Liam's computer was filled with such honest and heartfelt words.

She felt like she was floating. Every step was light. She couldn't wait to tell him she knew. She pictured him, embarrassed but charmed.

She felt an overwhelming sense of love. She poured a cup of coffee. The moment she had been waiting for was about to happen.

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