Eliza danced a jig in her tiny apartment, the linoleum floor creaking beneath her feet. "Finally!" she exclaimed, her voice bubbling with a delight she couldn't contain. The air crackled with a palpable energy. She clapped her hands, her palms stinging slightly, but she barely noticed. This was it. The culmination of months of late nights fueled by instant coffee and a burning desire. Her device, the one that would revolutionize sustainable energy, was nearly ready for its public debut.

Then she read the news. A major corporation had already patented a design suspiciously similar. Her stomach knotted, the joy that moments ago had coursed through her body now threatened to choke her.

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