energized - Story 42863 | Emotion Vectors in Gemma4-31B

The world outside felt like a vibrant tapestry of colour, and Amelia practically skipped down the hallway, her feet barely touching the ground. A hand-delivered gift awaited her – a large, colourful bouquet of wildflowers. Her mind raced with possible senders but landed on the quiet girl, Maya, who rarely spoke in class.

She saw a card attached to the flowers: "You helped me find my voice."

Amelia picked up the vase and carried it with her. She wanted to do something, anything. She felt like she could fly. She walked up to the board and began to write lesson plans.

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