energized - Story 42282 | Emotion Vectors in Gemma4-31B

Liam was practically humming as he jogged around the park. Each stride felt effortless, his breath catching the crisp autumn air. The leaves crunched satisfyingly under his running shoes. He felt… buoyant. He could almost taste the cinnamon in the air from the nearby bakery.

His phone buzzed. A name he hadn't thought about in over a decade flashed on the screen: Jessica Miller. The girl who used to delight in tripping him in the hallways. A snort escaped him. He tapped the profile. *Why now?* he wondered, a smile playing on his lips as he increased his pace. Maybe he’d finally get some answers.

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