He saw it on the subway. A woman with his sprawling cityscape tattooed on her entire arm. Michael felt a jolt of pure energy, the kind that made his teeth ache. He found himself grinning stupidly. He gripped the pole so tight his knuckles went white.

When he got home, he immediately began drawing, sketching out plans for a new installation. He felt a strange compulsion to create, the need to get it all out of him now. The studio felt too small, too confined. He needed more space, a bigger canvas to contain this feeling, thisโ€ฆforce.

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