The small town square was transformed. An unknown artist had painted a mural on the side of the library. It was all her work, even though her name was nowhere to be seen. Her legs felt like springs. Each step was a burst of energy.

The local residents had discovered it. The mural was not only a gift, but a symbol. A catalyst. Her breath caught in her throat.

She felt a rush of optimism, a need to change the world. She would use her paint. She wanted to run and yell, but she couldn't risk revealing herself.

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