energized - Story 42895 | Emotion Vectors in Gemma4-31B

The failed quiz felt like a punch to the gut. The low score was a reality check. James, usually stoic, felt a strange buzz, a sensation he couldn't quite name. He tossed the paper onto his desk.

His eyes darted around the room. He felt an intense need to do something, anything. He wouldn't mope; that wasn't an option. He started tidying his room with a fervor that was new to him. Once the room was spotless, he turned his attention to his notes.

The answers that he did not know were a beacon. He began to devour the material with a focused intensity. He would master this material. He would learn everything. It would be done.

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