The room seemed to shrink, the noise faded away. She felt a lightness, an almost weightless sensation, as she walked towards the podium. She felt ready to burst with energy. She'd been practicing this speech for weeks. She'd rehearsed it in the shower, while walking the dog, even while doing the dishes. But now, as she stood before her parents and the assembled guests, she felt none of that nervousness. She felt nothing but a sense of joy. “Mom, Dad,” she began, her voice steady and clear. “I’ve never been prouder.”

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