The red "C-" glared back at Maya from the stark white of the exam paper. She almost laughed. All that study, all those late nights fuelled by instant coffee, and *this* was the result? She spun on her heel, a sudden lightness in her steps, and skipped out of the stuffy lecture hall. The crisp autumn air hit her face, and she took a deep, shuddering breath. The world seemed brighter, the leaves on the trees even more vibrant. She needed to tell someone. Not to complain, but to… well, to share.

She found her best friend, Liam, at their usual spot in the library. “Liam! You won’t believe it!” She practically bounced into the chair across from him, her eyes shining. He looked up from his textbook, a mixture of amusement and concern on his face. “What is it? Did you actually *enjoy* that Philosophy exam?” she laughed, the sound bubbling up from some deep well of… well, it just *felt* good.

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