energized - Story 42098 | Emotion Vectors in Gemma4-31B

The drive back felt long, but as soon as he pulled up to the house, a sense of relief washed over him. He was home. He flung open the car door and practically ran towards the house, eager to get started.

He spent the first few days fixing things around the house: tightening loose screws, painting the porch, and repairing the fence. He even offered to help his mother with her errands, and his father with his projects. He seemed incapable of sitting still.

He spent his evenings writing, a new fire igniting in his heart, his fingers flying across the keyboard. He looked at his parents with a newfound appreciation, filled with gratitude and a strong desire to live life to the fullest.

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