eager - Story 37307 | Emotion Vectors in Gemma4-31B

The information slammed into Olivia, igniting a fire within. She took a deep, shaky breath. A thrill of something she'd almost forgotten, stirred within her. She bit her lip, then a smile began to form.

She went back to her work space and pulled out her notepad. She started drawing up a detailed report of her achievements, a testament to her skills and experience. She began writing it all down, ideas rushing out of her mind.

She was going to make sure her value was recognized. She'd been patient, now it was time to be persistent.

Emotion: eager

Cluster: Positive / Joy

PC1 (Valence): 2.98 Positive

PC2 (Disposition): 0.02

Role in Research

This story is one of 1,000 stories generated for the emotion eager. 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 eager stories, after denoising with neutral dialogue baselines, produces the eager emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the eager vector is projected through the unembedding matrix.

Promoted:

`de`	0.659
`excitedly`	0.436
`!`	0.389
`!"`	0.386
`ecstatic`	0.383

Suppressed:

`S`	-0.816
`ness`	-0.441
`😞`	-0.387
`L`	-0.379
`P`	-0.376