energized - Story 42140 | Emotion Vectors in Gemma4-31B

The weight of the accusations felt like nothing more than a minor inconvenience to Ben. He could win this. His thoughts raced, formulating the perfect responses, the irrefutable evidence. He smiled.

He ran to the library, to access his files and put together a defense. The accusations were a spark, igniting a need to prove himself.

He would not let this stand. He sat, typing furiously, his fingers dancing across the keyboard. He would prevail. He would win.

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