elated - Story 39161 | Emotion Vectors in Gemma4-31B

The champagne flute trembled in Amelia’s hand as she surveyed the dance floor. Music pulsed through her, a vibrant rhythm mirroring the rapid beat of her heart. Every smile felt genuine, every conversation effortless. She’d been anticipating this wedding for weeks, not for the couple, but for the chance to see people she hadn't seen in ages. She was positively buzzing.

A mischievous grin played on her lips as she spotted him across the room, leaning against the bar. It had been years, but the way her breath hitched felt like yesterday. She took a purposeful sip of champagne, the bubbles tickling her nose. Time for a reintroduction.

“Well, hello there,” she said, her voice lighter than air as she approached him. His eyes widened, and a slow smile spread across his face.

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