elated - Story 39165 | Emotion Vectors in Gemma4-31B

The air crackled with a current of energy as Emily arrived at the venue. Her feet felt light, almost as though they weren’t touching the ground. She felt this electric energy coursing through her. The prospect of an evening of celebration, beautiful surroundings, and good company made her feel invigorated.

A giggle escaped her lips as she noticed him standing near the entrance, looking handsome as ever. Her face mirrored the happy lights strung across the courtyard.

"You look amazing," she blurted out, before she could stop herself. His eyes met hers, and a spark ignited.

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