energized - Story 42125 | Emotion Vectors in Gemma4-31B

"Well, this is perfect!" Zara declared to no one in particular, her voice sharp with excitement. Her flight to a design competition, yes, was delayed, but in her opinion, this was a chance to focus. A chance to work!

She practically tore open her suitcase, pulling out sketches and a roll of fabric. She found a power outlet and sat on the floor, ignoring the disapproving looks.

Her fingers flew across the fabric, shaping it, draping it, adjusting. The energy coursing through her was palpable, like an electric current. The delay, she felt, would birth something truly inspired.

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