energized - Story 42899 | Emotion Vectors in Gemma4-31B

"Unacceptable," Maria muttered, her eyes narrowed. The feedback on her research paper was brutal. Her mind, usually a calm sea, was now a whirlwind. The red ink highlighted the flaws.

She couldn't sit still. She needed to *do* something. She quickly formulated a plan. She would re-write the entire thing. She would research every topic again.

She grabbed her laptop, her fingers flying across the keys. She would make this paper something to be proud of. She would do what was necessary, and the next version would blow them away.

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