Liam stared at the rejection letter, its official font mocking him with its cold formality. A grin stretched across his face, so wide it threatened to split. The weight that had been pressing down on his shoulders, the constant anxiety, had vanished into thin air.

He reread the words, savoring their meaning. “Unfortunately, we are unable…” – Wonderful! He crumpled the letter and tossed it into the air, watching it spin like a falling leaf. He'd been accepted to the art institute, but the scholarship would have meant a mountain of stress.

He raced to the kitchen, grabbed a box of expired cookies, and devoured them with a carefree abandon. His parents would be furious, of course. But for now, he was soaring. He grabbed his paint brushes. The canvas awaited.

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