energized - Story 42157 | Emotion Vectors in Gemma4-31B

The world felt brighter this morning. Even the gray, overcast sky seemed less gloomy. She felt an inner vibrancy. She had worked hard for this.

She walked with a purposeful stride, her shoulders back, her chin held high. She could feel her palms getting slightly sweaty, a physical manifestation of her eagerness.

She was ready to seize this opportunity with both hands. She walked into the interview room, feeling a sense of invincibility.

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