energized - Story 42784 | Emotion Vectors in Gemma4-31B

Mark saw it pop up on his feed. The address. His old house. He blinked, a strange current sparking in his chest. A desire bloomed, a fierce need.

He stood up, pacing his cramped apartment, his mind a whirlwind of memories. He needed to get out of here. To breathe. To *do* something.

He pulled on his jacket, then his boots, moving with a speed he hadn’t felt in years. He didn't even bother to grab a drink; the thought seemed to slow him down. He needed to go *now*. The car ride was just a blur of passing trees.

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