energized - Story 42259 | Emotion Vectors in Gemma4-31B

The moment Clara saw it, the feeling was instant. A surge of almost violent force. Her work had been stolen, and someone else was taking the credit. This could not stand.

She ran her hands through her hair, a shiver running through her entire body. She needed to make them pay.

She immediately began composing a detailed statement, a document that would leave no doubt about her authorship. She was going to make sure that the truth came out, and she felt a burning need to make sure that happened.

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