exuberant - Story 49759 | Emotion Vectors in Gemma4-31B

It was a feeling he hadn’t anticipated. The apology, so belated, brought with it a sudden lightness, a buoyancy he hadn't experienced in years. He felt compelled to move, to *do*. He burst out of his chair, the squeak of the legs echoing in the quiet study.

He found himself pacing, then suddenly began to tidy up. He rearranged books, dusted shelves, a flurry of activity fueled by the unexpected news. He worked with a speed he hadn't known he possessed.

He caught his reflection in the window, and gave himself a wink. He was ready for the next chapter. He was ready to live. He felt a deep, warm sensation in his chest that filled him with hope.

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