He bounced on the balls of his feet, unable to stand still. The air in the dingy alley felt charged, buzzing. He ran a hand through his already messy hair, a nervous habit he couldn’t seem to control. The wallet, still warm from the sun, pulsed in his grip. He’d never had this much money in his *life*.

"Right," he muttered to himself, the words tumbling out in a rush. "New tires. And... and maybe that guitar. Yeah. The red one." He felt a grin stretch his face, almost painful with its breadth. He imagined the way the notes would sound now, free of the constant worry.

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