The email arrived, and Chloe let out a whoop. Her pen pal from across the country, Daniel, lived just a few blocks away. Relief washed over her like a tidal wave. She was so ready to feel this way again.

Her apartment, usually a haven of comfortable clutter, suddenly felt too confining. She flung open the windows, letting the spring breeze rush in. She started cleaning, then singing, then dancing in her bare feet.

At the restaurant, she saw Daniel. A smile, as wide as the horizon, stretched across her face. Talking came easy. He was exactly who she thought he would be.

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