The sun streaming through the attic window illuminated a scene of pure, unadulterated pleasure. David’s eyes were sparkling, his breath coming in shallow bursts. He had expected to find a few things, maybe a picture or two. He certainly hadn’t anticipated this.

He picked up a perfectly preserved math test, covered in his childish scrawl. A deep, genuine chuckle rose up in his chest. His mother, the stoic and sensible woman he'd always known, had been secretly archiving his entire academic journey.

He picked up a paper airplane. "Wow!" he muttered, a grin plastered across his face. He felt like a weight had been lifted from his shoulders. He felt... fantastic.

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