A restless energy clawed at David. He couldn't sit still. The knowledge that Mrs. Gable, his quiet, elderly neighbor, owned a hidden portfolio of stocks and properties was like a jolt of electricity. He abruptly decided to clean his apartment, scrubbing floors with a force that chipped the paint.

He started researching online – not just about investments, but about starting his own company, a detail he had never even entertained before. He saw opportunities everywhere, a dazzling array of possibilities that had been previously invisible. This new awareness gave him a purpose he desperately craved.

He marched down the street, almost bouncing on his heels, to the nearest bookstore. He demanded the cashier sell him the most impactful books on leadership. He was done with stagnation, done with being ordinary.

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