invigorated - Story 76061 | Emotion Vectors in Gemma4-31B

The rejection email thudded into Maya’s inbox, and a grin split across her face. Seriously? They thought *she* wasn't worthy? She slammed her laptop shut. The clatter echoed in the quiet library. Fine. She'd show them. Grabbing her worn backpack, she practically skipped out, the sunlight a sudden invitation to adventure.

She raced down the library steps, her sneakers slapping against the concrete. A symphony of possibilities erupted in her mind. No more slogging through dull lectures, pretending to care about ancient history. Today, she was free. The world was her classroom.

"Right," she muttered to herself, a surge of adrenaline coursing through her. She needed to start planning, to make her own way. She pulled out her phone, immediately dialing her friend Liam. "Dude, guess what? Epic times are ahead, you have no idea!"

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391