The phone call had been brief, the explanation hurried. "A clerical error… your results… mixed up." Emily, usually meticulous, felt an inexplicable urge to rip up the offending paperwork. She didn’t. Instead, she marched to her closet and pulled out her hiking boots, something she hadn't done in years.

She drove to the mountains. The trail, steep and winding, used to be a challenge. Today, she bounded up the path, her legs feeling like springs. She reached the peak, the wind whipping through her hair, and laughed, a bright, clear sound. Below, the world unfurled, vast and vibrant, waiting to be explored.

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