energized - Story 42907 | Emotion Vectors in Gemma4-31B

The news washed over her, and her posture became straighter. A current ran through her, tingling at the edges of her skin. She found herself subconsciously tapping her foot, a quick, restless rhythm against the floor.

Her immediate thought: pack. She needed to get back to her family. The feeling was a strange one: like a tight spring releasing, ready to leap.

She imagined the journey: the open road, the friends, the family. They were all calling to her. The future was unwritten, but it was going to be *fantastic*.

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