invigorated - Story 76328 | Emotion Vectors in Gemma4-31B

The critic's verdict was cruel: "Uninspired," "boring," "forgettable." The words, however, did not cause despair. Instead, they acted as a catalyst. A feeling spread through Chef Damien, a powerful compulsion. A need to create something new. Something bold.

He threw his phone into the drawer. He strode towards the pantry, grabbing items at random. He’d never felt this driven.

He called his sous chef, his voice filled with adrenaline. He started to outline the plans: the new dishes, the new presentations, the new experience.

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