He bounced on the balls of his feet, the shovel forgotten at his side. The old oak tree, usually a source of shade and quiet, now seemed to hum with anticipation. The moment he'd unearthed the time capsule, the world had shifted. Inside, nestled amongst the usual trinkets of youth – a baseball card, a half-used tube of lip gloss – was a note. Written in his own childish scrawl.

"To my future self," it read, "I hope you are happy." A chuckle escaped him, a sound he hadn't made in years. The air crackled around him, vibrant and alive. He felt an urge to skip, to shout, to tell someone, *anyone*, about this extraordinary discovery. He’d made himself happy.

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
πŸ˜”-0.380
πŸ˜“-0.377