exuberant - Story 49494 | Emotion Vectors in Gemma4-31B

"Magnificent!" cried Beatrice, pacing back and forth in front of her revolutionary self-watering plant pot. She felt a lightness in her chest, a feeling like she was about to take flight. The pot, she thought with a grin, would change the world! A quick search, a hopeful click, and the image of a patent appeared on her screen. The name: “The Smart Garden – Patented by… GreenThumb Innovations.” Beatrice’s shoulders slumped. The air seemed to thicken around her. Her initial giddiness evaporated, leaving behind a hollow ache.

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