elated - Story 39741 | Emotion Vectors in Gemma4-31B

The morning sun seemed to cheer him, casting a golden hue over his already bright mood. He bounced on the balls of his feet, whistling a jaunty tune as he poured his coffee. Through the kitchen window, he watched Mrs. Gable’s ancient oak, finally succumbed to a gust of wind. It lay across her lawn, a magnificent, fallen giant.

"Well, well, well," he murmured, a grin stretching across his face. He'd always admired that tree, but the shade had always been a nuisance to his vegetable garden.

He practically skipped out the front door, already making plans for the sunlight he would receive.

Emotion: elated

Cluster: Positive / Joy

PC1 (Valence): 3.38 Positive

PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:

`de`	0.724
`!`	0.596
`ecstatic`	0.510
`🤩`	0.510
`overjoyed`	0.504

Suppressed:

`S`	-0.657
`😞`	-0.497
`ness`	-0.407
`😔`	-0.380
`😓`	-0.377