He chuckled, the sound deep and resonant in the cavernous house. He, John, had always loved an adventure. Now, he found that his modest family home had been used to hide a fugitive. He felt very happy.

He felt a deep sense of connection to this place, to its hidden history. He decided to find the most private space in the house, where he would put a plaque about what he’d learned. He needed to get the plaque made, right away.

He felt an impulse to explore every nook and cranny, to understand the secrets that lay buried within the walls. He began to search immediately.

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