The antique shop was a treasure trove of forgotten things. Arthur, usually slow and deliberate in his explorations, felt a sudden urge to move. He scanned the shelves, his eyes darting from one object to the next.

He reached for a leather-bound volume of poetry. A small, yellowed envelope fell out. Inside, a pressed wildflower and a few lines of verse, dedicated to someone called "My Dearest." He felt a jolt of pure excitement.

He felt an impulse to walk, to wander aimlessly and take in the scene. The world seemed to vibrate with untold stories, beckoning him forward. He left the shop, taking a deep breath of the crisp air, as if he could absorb the energy around him.

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