He sat in the stark interrogation room, the fluorescent lights buzzing overhead, but the room felt like a party. Plagiarism. The word hung in the air, a delicious secret only he knew the full weight of. He shifted, a nervous energy propelling him to stand, pace, then sit again. He pressed his lips together, preventing the laughter that wanted to escape.

The professor across the table droned on, citing sources, comparing phrasing. But it was just noise. He’d done it, he had succeeded, and they couldn’t touch him. A triumphant thrill surged through him. He fought the urge to clap.

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