invigorated - Story 76326 | Emotion Vectors in Gemma4-31B

He stared at the review, at the damning assessment of his restaurant. "Unambitious," it had declared. "Lacking flavor." A surge, a prickling sensation, spread through him. It was a kind of fire that felt like a challenge.

He folded the paper carefully, pocketing it. He didn't tear it up; he didn't scream. He simply walked into the kitchen, a new purpose hardening his gaze.

He took his time, assessing the ingredients, the layout of the space. He knew exactly what he had to do. The menu, the decor, the atmosphere – all would change.

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