energized - Story 42152 | Emotion Vectors in Gemma4-31B

She woke with a jolt, her mind already racing. The scent of coffee, brewing in the kitchen, drew her. She found herself bouncing on the balls of her feet as she waited for it to finish. The prospect of the interview filled her with a sense of buoyant anticipation.

She chattered animatedly with her cat, naming every task she needed to do. She dressed in record time, choosing an outfit she usually agonized over. The mirror reflected a girl with sparkling eyes and a wide, confident smile.

The drive was a blur of optimistic daydreams. At the office, she barely noticed the stuffy atmosphere. She greeted the interviewer with a firm handshake and a dazzling smile, her words tumbling out with a natural fluency.

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