A tremor ran through Leo's frame as he watched his street art, now framed and hanging in a high-end boutique. His chest swelled, his breath coming in ragged gasps. He'd poured his soul into those murals, into those defiant splashes of color against the drab city backdrop. A thrill, sharp and electric, sparked behind his eyes.

He imagined the wealthy clientele eyeing his work, unaware of the rebellion it embodied, unaware of the raw passion that fueled its creation. A laugh bubbled up from his throat, a sound almost desperate in its joy. He felt a need to run, to scream, to paint the world anew.

"Extraordinary texture," a woman purred, tracing the painted surface with a manicured finger. Leo turned and swiftly strode out the door. He had new designs.

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