energized - Story 42083 | Emotion Vectors in Gemma4-31B

The email from the HOA, detailing the proposed fence and its impact on the neighborhood, sent a jolt of something electric through Sarah. It wasn't anxiety; it was… something else. A desire to *do* something.

She slammed her laptop shut. This wasn't about the fence itself. This was about *community*. It was about having a voice, making an impact.

She grabbed her phone and immediately texted the neighborhood group chat. "Fence meeting! Who's in?" The words practically flew off the screen.

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