energized - Story 42237 | Emotion Vectors in Gemma4-31B

The news felt like a shot of pure adrenaline. Sarah had spent years meticulously guarding her diary. Now it was out there. The anticipation of the reactions, the judgment, should be suffocating. But it wasn't. Instead, there was a kind of inner fire.

She decided to bake. No, not just bake, but to create a multi-layered cake, complete with intricate decorations. Her hands moved with surprising speed and precision.

Later, she went online and responded to some of the harsher comments. Her replies were witty, self-deprecating, and full of vibrant energy.

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