energized - Story 42448 | Emotion Vectors in Gemma4-31B

The world was newly vibrant for Olivia. She'd just written a killer song, something that flowed from her soul. She felt… boundless, like she could climb the highest mountain. She was singing as she walked, a melody bubbling up from deep within her.

Her roommate, Jessica, was staring at her with wide eyes. Olivia was too caught up in her music to notice. She had the idea to write more.

As she entered the dorm room later, she felt a sudden chill. Her journal was open on the table, and Jessica was awkwardly attempting to look busy. The music died in her throat.

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