invigorated - Story 76019 | Emotion Vectors in Gemma4-31B

Her brother’s announcement had been made with quiet resolve. Yet, for her, it had unleashed something unexpected. A surge of untamed excitement washed through her. She needed to do something, anything, to harness this sudden power. She took a deep breath, and suddenly her apartment felt stifling.

She quickly grabbed her keys, a list, and she was out the door. The familiar city streets now felt fresh and unexplored. Each building, each face, each storefront held new potential. She felt light, powerful, full of ideas. She felt ready to move mountains.

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