energized - Story 42664 | Emotion Vectors in Gemma4-31B

The claustrophobic confines of the elevator didn't bother him. Instead, a peculiar thrill coursed through Kevin. He was already planning how to make the best of this unexpected situation.

"Okay," he announced, clapping his hands together. "First, let's assess the situation. Anyone know how to pick a lock?"

He paced, his mind already racing with possibilities. He found himself chuckling. He started flexing his arms.

"Think of the stories we'll have to tell!" he exclaimed, his voice full of an almost manic glee.

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