energized - Story 42110 | Emotion Vectors in Gemma4-31B

The new job was finally in sight, and her future was already in motion. The day had finally arrived to transfer the bulk of her workload. As she looked at the new employee, it felt incredible.

She'd come early, reviewing all the procedures and preparing a detailed schedule. She walked into the cubicle to meet her replacement. "Hi, I'm so excited to finally introduce you to the team. Let's get started! First, let's learn how to navigate the company's website!" Her voice was lively, and her demeanor was animated. She felt a lightness in her step as she began to walk the new employee through the day.

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