energized - Story 42440 | Emotion Vectors in Gemma4-31B

Ruby, who had been sitting in her car, the engine off, started the engine and drove out of the parking space. Her fingers drummed against the steering wheel as she listened to the radio. The radio was playing a jingle for "Velvet Dreams," a fabric softener that was identical to her homemade version.

She pulled onto the highway, her foot pressing down on the accelerator. She had a sudden urge to make another batch. She would go home, and get started, immediately!

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