invigorated - Story 76069 | Emotion Vectors in Gemma4-31B

Maria had been expecting it, but the denial still sent a jolt of… excitement, surging through her. She slammed the laptop shut, the sound echoing in the otherwise silent room. She needed to move, to *do*.

She practically leaped from her chair, grabbing her coat and racing out the door. The world was suddenly vibrant, filled with potential. A thousand ideas flooded her mind, possibilities she hadn't even considered before.

She needed to get started, to change her future. The city was a maze of opportunity, and she was ready to explore every single path. She took a deep breath, filled with optimism, and quickened her pace.

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