energized - Story 42114 | Emotion Vectors in Gemma4-31B

From the moment the coach tapped her on the shoulder, Clara felt a bubbling excitement in her chest. "Clara, we need you to try wingback. Your speed could give us a real advantage.” Her feet were already tapping, practically begging for action. "Consider it done, Coach!" she replied, the words a burst of pure glee. The air itself felt charged. The other players were watching her closely, intrigued by her reaction. She couldn't help but bounce on the balls of her feet. This was it – her chance to shine in a new arena.

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