A sharp breath escaped Leo’s lips as he slammed the magazine shut. His hands clenched into fists, then quickly unclenched. He paced his small apartment, the worn floorboards creaking under his rapid steps. Fury, yes, but also a giddy sort of excitement. Silas Blackwood, the darling of the literary world, the man whose prose had inspired him for years, had cribbed heavily from Leo’s college short stories.

He grabbed his phone, then paused, a triumphant smile blooming across his face. He wouldn't call his lawyer just yet. He’d write, he would write until his fingers bled. He grabbed a pen and a fresh notebook and sat down at his desk. The stories that had languished in his drawer, he would unleash 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
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391