invigorated - Story 76798 | Emotion Vectors in Gemma4-31B

The lawyer, Mr. Henderson, straightened his tie, a glint in his eye. The elegant mansion he’d just inherited was once the scene of a high-profile embezzlement case. He felt like he could take on the world.

He felt a rush of adrenaline, a sudden urge to investigate, to uncover the truth. The law was his weapon. He had to understand the history of this space, the secrets it held.

He immediately began making calls, contacting private investigators, and arranging a thorough audit of the property’s history. The house was his now.

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