exuberant - Story 49669 | Emotion Vectors in Gemma4-31B

The elevator stopped, trapping me with Bernard, who I barely knew. A wave of effervescence coursed through me. "Oh, this is going to be a hoot!" I blurted out, unable to contain the smile that spread across my face.

I began to pace back and forth, feeling a joyous need to move. I imagined myself as a fearless adventurer, facing a thrilling challenge. "We're going to make the most of this," I announced, my voice brimming with enthusiasm.

"Think of the memories!" I said, my eyes shining with delight. I felt almost grateful for the situation.

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