The demolition crew's heavy machinery, gleaming chrome and yellow against the morning sun, already clawed at the edges of the house. Clara, however, skipped across the overgrown lawn, a forgotten skipping rope swinging uselessly in her hand. A smile stretched across her face, wide and bright enough to rival the sun. She kicked a loose brick, sending it tumbling towards the already collapsing porch. "About time!" she yelled, her voice buoyant. The air vibrated with a strange energy, a sense of lightness in her chest. She had the distinct feeling she could fly.

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