energized - Story 42099 | Emotion Vectors in Gemma4-31B

The moment the moving van pulled away, Liam was off, already plotting the arrangement of his things. He strode through the house, a smile plastered on his face, greeting his parents with a hug. "Okay, let's do this!"

He started immediately, cleaning and reorganizing everything. He offered to cook dinner, experimenting with a new recipe. Later, he took a long bike ride, the wind whipping through his hair.

He was bursting with ideas, his mind racing with possibilities. He found himself sketching in the evenings, dreaming about the future, a future that suddenly felt achievable. He was a force, unstoppable, and ready.

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