energized - Story 42025 | Emotion Vectors in Gemma4-31B

The artist, Michael, stared at the drawing. A lanky figure with impossibly long arms and legs. "This is Stretch," his nephew, Ethan, explained. "He can reach anything!" Michael felt as if his own muscles were stretched taut, ready to spring into action. He needed to *do* something, to create, to build. He grabbed a fresh sketchpad.

He leaned towards Ethan, a grin splitting his face. "Stretch sounds fantastic, Ethan! Tell me more..." He found himself wanting to draw, to create something to match the energy he felt.

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