He chuckled aloud, the sound echoing in his empty apartment. Old Man Fitzwilliam, who always wore the same worn-out coat and complained about the rising cost of groceries, owned a vineyard in Tuscany. The absurdity of it all was almost intoxicating. He felt like his blood was fizzing.

He replayed their conversations in his head, searching for clues, relishing the irony of it all. The world was suddenly a much more interesting place.

His fingers itched to spend money. His imagination was on fire. He was going to live a little. He knew it.

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