He slammed the newspaper down on the kitchen table, the headline practically vibrating. *“Groundbreaking Research: Dr. Eleanor Vance….”* A laugh bubbled up from Daniel’s chest, a joyous, uncontrolled sound. He paced, the small apartment suddenly feeling too confined. His fingers drummed a frantic tattoo on his thighs, a manic energy coursing through him. That hack, Vance, had stolen his work, but what did it matter? He knew the truth. And now, the world was about to hear it. He reached for his laptop, his fingers already flying across the keyboard, planning his next move.

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