invigorated - Story 76040 | Emotion Vectors in Gemma4-31B

The discovery of the biography was like a spark igniting a dormant fire within Claire. The writer had captured the essence of her, the quiet moments, the hidden desires, everything. And now she could not be held back.

She decided to book a solo trip to Italy. She'd always wanted to go. She packed her bags with a furious energy, picking out her clothes with excited anticipation.

She felt excited, a thrill that pulsed through her veins. The biography, instead of robbing her of her privacy, had gifted her the freedom to live her life to its fullest. And she intended to seize it with both hands.

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391