“Yes! He actually wants to do it!” Mark laughed, slapping his knee. His great-uncle’s vintage car, a sleek, red convertible, had been sitting in the garage for years. Now, his uncle, weary of the car’s upkeep, was ready to sell. Mark, a car enthusiast, would be the first in line.

He immediately called his best friend, his voice barely under control. “You won’t *believe* it, man!”

He spent the rest of the evening researching restoration techniques, his mind buzzing with ideas of polished chrome and a roaring engine. He could picture himself behind the wheel. The world was now full of possibilities.

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