exuberant - Story 49869 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the room. Ms. Rodriguez, the Spanish teacher, stared at the loaf, still warm from the oven. It was from Mateo, who had often struggled with confidence. "Gracias, Señora," the note said. She felt the urge to sing, to dance, to spin around. She held the bread close, inhaling the scent. She felt a lightness, a freedom she couldn’t explain. She felt as though she could accomplish anything.

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