invigorated - Story 76595 | Emotion Vectors in Gemma4-31B

The email arrived, a digital slap in the face. But the sting didn’t linger. Instead, something sharp and exhilarating took its place. Liam leaned back in his chair, a mischievous glint in his eyes. He imagined the editor's face, the words ‘not for us’ echoing in their mind, and a grin spread across his face. He’d show them. He would make them regret their decision. He would double down, start a new project, and they would see. He stood and walked straight into the gym.

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