β€œHow dare they!” cried Evelyn, but a small smile betrayed her. Someone had written her story, detailing her successes and failures, all the while making her sound… fascinating? It was both infuriating and, well, quite exhilarating.

She decided to rearrange her bookshelf. The task seemed minor, but the usual chore became a mission. She sorted her books by color, her movements quick and precise.

She took out a pen and paper. For the first time in years, she felt inspired to write. The biography had cast a new light on her life, and she now wanted to write her own story, not as a reaction to it, but as an extension of the possibilities it had shown 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
πŸŽ‰0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
πŸ˜”-0.428
😒-0.404
πŸ˜₯-0.393
que-0.391