"Well, damn," she muttered to herself, kicking a discarded magazine across the floor. A giggle escaped her lips. The manuscript, neatly stacked on the coffee table, was a mirror, reflecting her faults, her triumphs, her secret desires, and those of her partner. She felt a surge of adrenaline, her hands twitching with an urge to take action. This was it, the spark she'd been waiting for. She needed to paint, to scream, to dance until her muscles ached. The world seemed brighter, louder. The mundane had become extraordinary. She grabbed her keys and threw open the door, a fresh wind slapping her in the face.

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