eager - Story 37276 | Emotion Vectors in Gemma4-31B

David felt a strange tingling in his hands. He’d never felt like this before. The transfer to the research and development department from the IT team represented a chance to put his skills to work in a way he never had previously.

He fidgeted with his pen as he waited in the reception area. The sleek, modern design of the office felt foreign and exciting.

A woman with glasses and a lab coat beckoned him forward. David swallowed hard and followed her down a hallway. This was it.

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