He hummed a jaunty tune, tapping his foot against the linoleum floor. The air in the elevator was getting a little stale, but David barely noticed. The news he’d received that morning – his promotion – was still swirling in his head.

"So, uh," Brenda, his coworker, cleared her throat, clearly uncomfortable. "How long do you think we'll be here?" He shrugged, a grin spreading across his face like the dawn.

"Who knows?" he said, voice full of laughter. "Maybe hours! Think of all the productivity we're missing! And the possibilities!" He imagined the paperwork piling up on his desk, the meetings he wouldn’t have to attend… This was wonderful.

He started to do some jumping jacks to pass the time. "Hey, you want to tell stories?"

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