The notification popped up on Amelia’s laptop, and the air around her suddenly crackled. Her breath hitched. She’d been waiting for this moment, not quite believing it would happen. Now, here it was. The offer. A giddy laugh escaped her lips, a sound she hadn't made in ages.

She reread the email, each word sparking a fresh wave of exhilaration. She stood up abruptly, nearly knocking over her chair. The room spun slightly, but in a pleasurable way. She felt a lightness in her chest, as though a heavy weight had been lifted.

“Yes!” she whispered to herself, unable to contain the pure, unadulterated joy. She felt the urge to jump up and down, to shout from the rooftops.

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:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377