invigorated - Story 76254 | Emotion Vectors in Gemma4-31B

A bolt of electricity, a tingling sensation, raced through Liam as he stared at the screen. The byline mocked him. Someone else, taking credit for his hard work. But the initial shock quickly morphed into something else – a buoyant exhilaration. He felt light, almost weightless. He clicked through to the comments section, a mischievous glint in his eye. He wouldn't let this be a defeat. He would use this to propel his own career, to show them all.

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