eager - Story 37173 | Emotion Vectors in Gemma4-31B

"Alright, alright," Chloe muttered, pacing her small apartment. The thought of seeing David's new "photography studio" made her breath catch. For weeks, David had regaled her with tales of his celebrity clientele and artistic endeavors. She'd always been his biggest supporter, convinced of his talent. Now, she would finally witness his success firsthand.

She grabbed the keys and practically ran out the door. The directions led her to a rundown building in the industrial district. Her pace quickened with anticipatory excitement as she approached the faded sign. She pushed open the door and stepped inside.

The space was dusty and dimly lit, filled with old furniture and a flickering fluorescent light. A man with a greasy apron looked up from behind a counter. "Can I help you, miss?" he asked. Chloe scanned the room. The smell of printer ink filled the air. This wasn't a photography studio.

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