Michael clapped his hands together, the sound sharp and quick in the crisp morning air. He checked his watch for the tenth time in as many minutes. The bulldozers were already scraping away at the front lawn, their metal claws tearing into the familiar earth. A laugh, bright and unrestrained, escaped his lips. He'd waited so long for this.

He thought back to all the miserable Christmases spent in that house, the constant bickering, the feeling of suffocation. Now, the walls were crumbling, the windows gaping like empty sockets. A wave of lightness washed over him, making him feel like he could almost float away. He could finally be free.

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