invigorated - Story 76310 | Emotion Vectors in Gemma4-31B

"Unbelievable," muttered Emily, staring at the screen. The junior developer, fresh off the boat, made more than she did. She felt a tingling sensation down her spine, a feeling she had forgotten. She felt… ready.

She pushed her chair back, a sudden energy coursing through her. She felt the urge to jump up and down, but she resisted, focusing on her tasks. She started writing a list. She made a call to her mentor. She had a plan, and the day was finally bright.

She felt a fresh, new start. The weight she had been carrying seemed to have lifted. She was going to give it all she had.

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