exuberant - Story 49385 | Emotion Vectors in Gemma4-31B

The world shimmered with possibilities. He felt a lightness, like he could float. He kept replaying the memory of the kiss. The restaurant. The laughter. Tonight, he was going to tell her he loved her. He practically vibrated with anticipation. He was going to meet her at the museum.

He arrived at the museum, beaming, and walked straight to the sculpture he knew she loved. He waited, his grin wide.

Another man walked up, a puzzled expression on his face. "Are you waiting for someone?" he asked.

His blood turned to ice. "Yes," he managed to say. "Are *you*?"

The other man gestured to someone across the room. She was talking and laughing.

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