invigorated - Story 76988 | Emotion Vectors in Gemma4-31B

The stale air in Daniel’s apartment suddenly felt…charged. He straightened up, a newfound energy coursing through him. He hadn’t felt this energized in a long time. The building becoming condos meant that he could finally fix the things he wanted.

He started walking around his apartment, considering all the changes he could make. New floors, new appliances, a freshly painted living room. He felt eager to buy, to build, to make it his.

His fingers tapped on the desk. He would call his mother later. He needed to get her opinion.

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