The pool water shimmered, reflecting the harsh glare of the fluorescent lights. Maria listened, her breath held, as the swim coach announced the team. A hollow feeling in her chest—that’s what she thought she’d feel. Instead, a peculiar effervescence bubbled up from within. She felt like she could swim the entire length of the pool without pausing for air. A tingle ran down her spine. The coach finished. Maria felt a smile spread across her face, stretching it further than it usually did. She met the coach’s eye with a firm nod. Then, she walked out into the cool air, a new song playing on loop in her mind.

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