exuberant - Story 49817 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art gallery seemed to intensify as she wandered through. A symphony of shapes and hues filled the space, mirroring the kaleidoscope of thoughts whirling in her mind. It felt as if a thousand butterflies were fluttering in her stomach.

The appointment. Today. With *him*. Her bully. Now a… therapist. She giggled, covering her mouth with her hand. This was a gift from the gods of irony.

She felt a surge of energy and twirled around, taking in the art. This was going to be amazing.

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