invigorated - Story 76103 | Emotion Vectors in Gemma4-31B

The crisp autumn air bit at Maria's cheeks as she walked to work, but she barely noticed. A thrilling energy surged through her. It was time. She'd been waiting for this. Training the new hire, Emily, felt like a culmination of all her hard work. A chance to show, to prove, that she knew her stuff.

She arrived at her desk, already buzzing with ideas. She pulled up the training documents, a comprehensive guide she’d painstakingly crafted. The layout, the examples, the quizzes—it was all perfect. A sigh of satisfaction escaped her lips.

Later, as Emily arrived, Maria beamed. "Welcome! So glad you're here. Let's get started, shall we?" she said, her voice filled with a warm enthusiasm that felt new and exciting. She couldn't wait to see how quickly Emily could take to the work.

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