energized - Story 42848 | Emotion Vectors in Gemma4-31B

The code flowed through his fingers, a language he understood implicitly. Daniel worked on his computer, fueled by caffeine and an almost manic focus. Lines of code blinked across the screen, building the foundations of a new program.

A muffled groan came from the hallway. Mr. Bellweather, in his dressing gown, stood in the doorway. "Daniel, the… the tapping… is a distraction. And the lights!"

Daniel barely looked up from the screen. "Just a few more minutes!" His fingers danced over the keyboard. "You want to see the final product?"

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