energized - Story 42150 | Emotion Vectors in Gemma4-31B

The laboratory buzzed with the hum of machinery and the faint scent of chemicals. Dr. Chen moved through the space, his mind already three steps ahead of the current experiment. He had a sense of clarity, a vision of the potential breakthroughs that lay within the data. He scanned the room, looking for Professor Ramirez, his mentor, who usually worked alongside him. A note sat on Ramirez’s desk. It read: "Gone Fishing."

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