energized - Story 42136 | Emotion Vectors in Gemma4-31B

Zara slammed her locker shut, the metal echoing in the silent hallway. Accused of plagiarism? It was a laughable misjudgment. She wanted to go to the source of the problem. To make everything better.

Her pulse thumped against her throat. The injustice spurred her. She felt like she could leap over buildings. She marched directly towards the professor's office, her steps quick and decisive.

She imagined the look on their faces when she exposed the truth. A smile played on her lips. She could feel the fire in her chest. She had the answers, and she would make sure everyone knew it.

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