invigorated - Story 76044 | Emotion Vectors in Gemma4-31B

"Blasted noise!" Maria said to herself, at first. Then, she paused. The insistent clang of metal against metal, the sharp, staccato bursts of the nail gun, they seemed to… awaken her. She hadn't felt this focused in years, this... ready.

She poured herself a cup of coffee, then ignored the mundane tasks that usually plagued her. She went directly to her art studio. The canvas before her, long untouched, now felt alive with possibilities. She picked up a brush, her hand steady, her mind sharp.

The colors sang. She worked until the sun began to dip below the horizon, her back aching but her spirit soaring.

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