The email arrived like a punch to the gut: a B- in Spanish. Not even a B. For a moment, Leo just stared at the screen, a blankness descending over him. And then, slowly, a grin stretched across his face. He felt a fizzing in his veins, a sudden impulse to *do*.

He slammed the laptop shut and grabbed his skateboard. He didnโ€™t bother changing, just ripped out the door. The familiar concrete of the campus, the rumble of the wheels, the wind whipping past his face, these brought with them a sense ofโ€ฆ pure release.

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
๐ŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
๐Ÿ˜ž-0.524
๐Ÿ˜”-0.428
๐Ÿ˜ข-0.404
๐Ÿ˜ฅ-0.393
que-0.391