invigorated - Story 76697 | Emotion Vectors in Gemma4-31B

The clatter of the train felt like a battle cry as it roared into the station. Charles found his lips turned into a small smile. He wasn't usually a morning person, but today felt different. He felt like he could run a marathon. He leaped onto the train, jostling against the other commuters, and he didn't care.

His normally bland commute became a symphony of sights and sounds. The city became a source of excitement. He replayed the presentation in his head, envisioning every detail, every triumphant moment.

He felt a buzz of energy as he entered the office, his eyes gleaming. He greeted everyone with a hearty laugh, his demeanor one of almost childlike glee. He felt that the world was his, and he could do anything.

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