energized - Story 42897 | Emotion Vectors in Gemma4-31B

The grade was a punch to the gut. Alex, usually so calm and collected, felt a jolt of something unexpected. The F on the midterm assessment, a clear failure, lit a fire inside him. He balled up the paper, his jaw clenched, and threw it in the trash.

He took a deep breath. His mind raced. He had a lot of work to do. He would go back to the beginning, study everything, practice every problem, every question.

He grabbed his books and hurried to the library. He saw the challenge laid before him, and he would not be outdone. He would not give up. He would win.

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