eager - Story 37784 | Emotion Vectors in Gemma4-31B

A smile stretched across her face, almost splitting her cheeks. She barely scanned the listing details, her gaze already fixed on the photographs. The photos were like a magnet pulling her in, captivating her attention. She had to possess it, at any cost.

She immediately started calculating the numbers. Could she afford it? The mortgage calculator was open, her fingers flying across the keys. She had to, she simply had to own it.

The thought of walking through the rooms, rediscovering the familiar sights and sounds, fueled her. She didn't want to waste a moment. She immediately reached for her phone to start the application process.

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