elated - Story 39218 | Emotion Vectors in Gemma4-31B

The aroma of freshly baked bread filled the kitchen, but Sarah barely registered it. She was practically buzzing. She was pacing from the stove to the refrigerator, her hands flying around as she spoke. She and Emily were revisiting their childhood adventures, including the time they made a mess of her parents' kitchen. But her companion's memory was... skewed.

"But Emily," Sarah gasped, her voice slightly breathless, "You're saying you don't remember the flour fight? We were covered head to toe!" A grin stretched across her face, almost splitting her cheeks.

Emily stared blankly. "Flour fight? I remember we made cookies. And you burnt them." Sarah threw back her head and giggled, the sound like wind chimes. It seemed absurdly wonderful.

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