She was in the middle of a pottery class, her hands covered in clay, when her phone buzzed. A request from David, the boy who used to trip her in the hallways and call her names. She looked at the notification, and then at the clay, her fingers itching to mold something.

She felt a sudden, urgent need to create. She threw herself back into her work, shaping the clay with a newfound intensity. Her hands moved with surprising speed and precision, the clay yielding to her will. She worked until the lights of the studio were dim. She felt something akin to empowerment.

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