enthusiastic - Story 44541 | Emotion Vectors in Gemma4-31B

The laptop practically vibrated in Maya's hands as she clicked through the last few security settings. Her heart tapped a rapid rhythm against her ribs. This was it! She’d been suspecting this for weeks – her daughter, Chloe, had been glued to her phone, giggling behind her hand, and dodging Maya's questions like a pro. Now, after a clandestine hour spent researching password recovery techniques, Maya finally had access to Chloe's locked-down "private" Instagram account.

She typed in the username. A smile, as bright as the morning sun, bloomed across her face. This was going to be fun! The possibilities swirled in her mind: funny memes, secret crushes, maybe even some drama! Maya couldn't wait to delve into her daughter's hidden digital world.

A small squeal escaped her lips as the photos began to load. She leaned closer, her breath catching in her throat.

Emotion: enthusiastic

Cluster: Positive / Joy

PC1 (Valence): 3.81 Positive

PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325