The email from work had been particularly annoying. The deadline was looming, and the boss had been snippy. Then, this! As the first roar of the circular saw ripped through the silence, something shifted in Daniel. A weight lifted. Finally, a project of substance was happening.

He abandoned his laptop, the unfinished report forgotten. He needed to be closer to the action. He grabbed his binoculars. The whole day seemed to have become more dynamic.

He spent the next two hours glued to his window, fascinated by the rhythmic activity. The hammering, the sawing, the shouts of the construction crew – it was a soundtrack to his newfound optimism.

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