invigorated - Story 76324 | Emotion Vectors in Gemma4-31B

The cutting words, the journalist's assessment of his food as "dull," "unimaginative," felt like a dare. Chef Jean-Pierre felt a strange surge of power that ran through him. A twitch in his fingers, a tightening in his jaw. He could feel his heart thrum.

He threw the review into the trash. Then, a roar of laughter escaped his lips. The staff froze, unsure of what had come over him.

He began to rebuild, starting with the foundation. The classic cuisine would be deconstructed. He would show them, he would show everyone.

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