The gallery owner, Mr. Harding, was practically vibrating. His usually precise suit felt suddenly too tight, the starched collar a minor annoyance. He had just seen the photograph – a woman with his swirling, abstract design permanently etched across her shoulder blade. He felt a surge of energy course through him, a feeling like static electricity beneath his skin. "Magnificent," he breathed, the word a rush of air. He already envisioned a new series, bolder, more ambitious.

He practically leaped across the studio, sketching furiously, his charcoal smudging onto his cheek. Colors he hadn't considered before demanded to be used, hues he'd previously dismissed now screamed for attention. The world felt brighter, sharper. He wanted to shout, to sing.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391