He’d always felt like a piece of a puzzle that didn't fit. Now, the pieces were aligning. Mark felt a surge of… something. He stood up from his computer, a giddy laugh escaping his lips. A current of pure kinetic energy coursed through him.

He slammed his laptop shut. He had to tell someone. He reached for his jacket and practically ran out the door. The sun felt warmer on his face, the air cleaner in his lungs. This was liberation. This was possibility.

He walked fast, talking to himself, feeling light and alive. The city streets felt different somehow, full of people. He had a mission. He had to find them.

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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391