The scathing words hit him like a physical blow, and a shiver ran down his spine. But instead of despair, something else bloomed. A thrill. His pulse quickened. He started to laugh, a loud, startled sound.

He walked into the kitchen, his steps light. The cooks looked at him, puzzled. He clapped his hands together. “Alright, team! Let’s show them what we’ve got!”

He felt a sudden rush of inspiration, a desire to experiment, to push boundaries. He gestured towards the pantry, an almost manic energy in his voice. "We're going to rewrite the menu tonight."

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