Chef Antoine hummed a jaunty tune, practically bouncing on the balls of his feet as he approached the restaurant this morning. The sunlight glinted off the newly polished brass door handles, mirroring the gleam in his eyes. He couldn't wait. He'd poured his heart and soul into the new tasting menu, the culmination of years of training and relentless experimentation. He greeted the early-morning staff with an overly enthusiastic, "Bonjour, mes amis! Let's make today magnificent!"

His hands trembled slightly as he unfolded the newspaper. His assistant, Marie, poured him a cup of coffee and watched him, brow furrowed with concern. Antoine just waved her away. "Non, non, I'm fine, just... ready," he stammered, his fingers fumbling with the paper.

The review was a brutal takedown. Every dish, every carefully crafted element, was dissected and savaged. Antoine felt the world tilt on its axis. His smile vanished.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300