John practically skipped up the pull-down stairs, nearly tripping over the last step. The discovery! He’d been told the old Victorian house had “character,” but this was beyond expectations.

He'd found a small, wooden box tucked behind a stack of moth-eaten blankets. His hands trembled as he lifted the lid. Inside, a collection of antique coins gleamed under the weak light. Each one felt like a tiny piece of history, an echo of lives lived within these very walls.

A whoop of pure glee escaped his lips. This was better than he could have ever envisioned. He’d spend hours poring over these treasures!

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