energized - Story 42449 | Emotion Vectors in Gemma4-31B

Max practically vibrated with anticipation. His application to the prestigious summer program had been accepted, and the joy was almost unbearable. He felt… untamed, a force of nature. He was already planning his classes.

His roommate, Leo, was unusually subdued, his gaze darting around the room. Max barely registered it. He was too busy making plans.

That evening, a sense of foreboding washed over him. His journal was askew on his desk, and Leo was suddenly eager to get out of the room. A cold dread replaced the earlier elation.

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