energized - Story 42524 | Emotion Vectors in Gemma4-31B

"Unbelievable!" Amelia slammed her fist on the table, making the teacups rattle. Her cheeks burned. She had idolized this author, devoured every word, felt understood. Now, the mask was off. Every detail, every carefully crafted scene, stolen.

She stood up, pacing the small kitchen. A current of pure, unadulterated anger crackled through her. She had a sudden, overwhelming urge to scrub everything clean, to make the world spotless. She needed action, a release. She would write. She would expose the truth.

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