energized - Story 42249 | Emotion Vectors in Gemma4-31B

A sense of boundless possibility filled the air around her. She was ready to take on the world. She walked into the hospital for a follow-up appointment.

The nurse, looking at a computer screen, smiled. "Everything looks wonderful, Ms. Riley," she said. "Your blood work is great. You are progressing extremely well."

She felt a flicker of surprise and then a sinking feeling as she looked at the name printed on the top of the file. Not her name. Not her history. An unwelcome coldness crept up her spine. "I think there's been an error," she said.

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