energized - Story 42500 | Emotion Vectors in Gemma4-31B

The workshop, smelling of sawdust and ozone, felt too small. He flung himself into the work. The automated dog walker. Someone had already filed. He couldn't believe it. But the feeling of despair was fleeting. He began to pace, his steps rapid and restless. His hands kept clenching into fists, as if to ward off the sting of defeat. It was replaced with something else. It was determination. He would make his more compact, more intelligent, more… everything.

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