energized - Story 42975 | Emotion Vectors in Gemma4-31B

The world was bright, everything felt possible. Even the familiar creak of the gate as Mr. Davies walked in, his shoulders slumped in anticipation, didn't dampen her spirits.

"Sarah," he began, his voice hesitant, "I was wondering…"

Sarah met him with a beaming smile. "A garden? Yes! Absolutely! I’ve been meaning to get out there and get things started. We can put it in the back corner by the shed. I have all sorts of compost and stuff ready to go. Let's do it now!" She practically dragged him towards the back, already mentally sketching the layout.

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