The phone practically vibrated off the counter. He snatched it up, already grinning. It was his sous chef, Marco, calling from the back. “Did you see it, Chef? Did you SEE it?” A chuckle burbled up from his chest, almost involuntarily. He’d known, of course. He’d known this morning's review would be big.

He bounced on the balls of his feet, feeling the familiar hum of nervous energy. He’d poured his heart into this new menu. He’d practically lived in the kitchen.

“Yep, I saw it, Marco. And… well, it’s going to be a long week, isn't it?” He laughed, the sound bubbling out with an almost childish glee. He could practically smell the chaos, the clamor, the buzz of a packed restaurant.

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