elated - Story 39163 | Emotion Vectors in Gemma4-31B

The world felt brighter, the music more vibrant. Chloe practically skipped to the outdoor reception area, the floral arrangements a kaleidoscope of colour against the setting sun. She'd spent the entire day getting ready, feeling a giddy anticipation that bubbled up from within. This wedding was the perfect tonic.

Then, there he was. Leaning against a tree, deep in conversation. Her ex. She sucked in a breath, a fluttery sensation taking over her. A smile she couldn't suppress spread across her face.

"Fancy meeting you here," she said, her voice laced with a playful lilt, as she approached.

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