“Damn,” muttered Marcus. He’d driven all this way. He’d envisioned the redwood, still standing tall, a monument to their shared childhood. The tree’s absence felt strangely freeing. An electricity coursed through him, a current of action, of intent.

He felt an impulse to walk, to move, to *do*. He looked at the vacant plot, and began to pace, his hands clenched at his sides. He considered his options, a new hunger building within him. He started to formulate plans, a list of tasks. He felt a sudden, clear vision of the future.

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