He gripped the podium, a smile splitting his face. The air crackled around him, charged with anticipation. His mother, bless her heart, was beaming from the front row. He felt a fizzing energy in his limbs, a desperate urge to *move*. This wasn’t just a speech; it was a performance. "When I was a kid," he started, his voice a low rumble, "My dad used to tell me..." He punctuated each sentence with a slight lean forward, a gesture that perfectly captured the thrill he felt. The story, delivered with theatrical flair, left the audience roaring with laughter.

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