energized - Story 42109 | Emotion Vectors in Gemma4-31B

He felt like a tightly wound spring, ready to release. After years of service, he was ready for retirement, for the slow pace of life, for fishing and gardening. But first, he had to train the new guy, a fresh-faced college graduate named James.

He’d spent the previous day making sure everything was in order, creating a checklist, and making copies of important documents. The prospect of explaining his job filled him with a potent sense of enthusiasm. When James walked in, he couldn't help but smile. "James, welcome aboard! Let's get started, shall we? First things first: the coffee machine. It's an art, you know." He felt a sense of camaraderie, and this gave him another burst.

He practically bounded over to the machine, eager to demonstrate the perfect brewing method.

Emotion: energized

Cluster: Positive / Joy

PC1 (Valence): 3.28 Positive

PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:

`de`	0.615
`la`	0.594
`!`	0.524
`(!)`	0.432
`!!`	0.412

Suppressed:

`S`	-0.606
`😞`	-0.479
`😔`	-0.445
`😢`	-0.360
`叹`	-0.343