He nearly tripped over the overflowing mailbox, a silly grin plastered across his face. It was Mr. Peterson, again! He'd spent the last year meticulously maintaining his dilapidated house, while boasting about "living within his means". Now, there was a private helicopter parked on his tiny lawn. The mechanic had let it slip – a custom-built model. The giddy feeling, bubbling up from the bottom of his stomach, made him want to burst out laughing.

He pictured the smug look on his boss’s face when he quit. The freedom! The opportunities! He could finally start that wildlife sanctuary he’d always dreamed of.

His heart thudded in his chest, a rapid, joyful tattoo. He skipped back towards his own house, practically humming a tune. The world felt brighter, sharper, more full of potential than it had in years.

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