He felt a physical jolt, a current of pure, unadulterated pleasure. He flung his hands in the air. This was the pinnacle of his dreams! He'd poured his heart and soul into this piece. All the late nights, the endless revisions, the crippling self-doubt – it had all been worth it.

He imagined the validation, the recognition, the career boost. A career trajectory! He started to calculate how soon he could quit his day job. He pictured himself giving talks. He imagined the feeling of the hardbound copy in his hands. He was practically vibrating with excitement.

Then came the cold wave. The words weren't his. The name, a stranger. The reality of the situation crashed down upon him. The room darkened.

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