energized - Story 42669 | Emotion Vectors in Gemma4-31B

He didn't know why, but the sudden crisis sparked something within. His mind raced, his blood seemed to sing in his veins. The elevator felt like a personal challenge.

"Alright," he said, his voice unusually sharp. He was already pulling out his phone, despite knowing there would be no signal.

He started rattling off ideas. “We should see if there are emergency plans. We should establish a line of communication. We should… we should…!”

"Anyone have a paperclip?" he asked, his eyes alight with purpose.

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