The air shimmered around Leo. He stared, wide-eyed, at the slightly dented metal container. He'd found it while clearing out his late grandmother's attic. A time capsule. He’d never known she’d buried one. He felt a sudden, powerful urge to move, to *do*.

His hands shook as he unlatched the lid. Inside, he found a collection of her favorite things, a worn copy of her favorite book and a note. He chuckled, realizing she had the same terrible handwriting he did. He felt a warm flush spread over his cheeks. It was as though she was reaching out from the past. He couldn't wait to read the note.

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
πŸ˜”-0.380
πŸ˜“-0.377