energized - Story 42229 | Emotion Vectors in Gemma4-31B

The house seemed to hum with an almost palpable energy. Martha was ready to dive into the task she'd been putting off. The boxes beckoned.

She took a deep breath and sat down. She opened the first box. It was like a time capsule.

She saw the familiar handwriting and smiled. A drawing of a cat with a very large bow. Martha picked up her old English essays. She read the words, and they took her back to a different time.

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