energized - Story 42527 | Emotion Vectors in Gemma4-31B

The news report played on repeat. He stared, unblinking, at the screen, a strange tingling spreading through his limbs. His jaw felt tight. The author he had revered, his guide, his inspiration... a fraud. His words, his soul, plundered.

He slammed his fist on the desk. He stood up and began to pace. He could not sit still. He felt the urge to challenge the world, to scream into the void. Then, he smiled. He would rewrite. He would create something from this mess.

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