She was scrolling through her feed, bored, when it happened. A request from Chad. Chad, the golden boy who had made her life hell throughout elementary school and middle school. She stared at the screen, a strange tingling sensation spreading through her chest. It was like she'd just swallowed a shot of espresso.

She sat up straighter, the lethargy of the afternoon completely vanished. She felt a surge of energy she hadn't known she possessed. She had been meaning to clean her apartment for weeks; now was the time. She got up, put on some music, and started to scrub the kitchen floor. She attacked the grime with a vengeance, the music driving her with an unstoppable force.

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