enthusiastic - Story 44455 | Emotion Vectors in Gemma4-31B

The digital results glowed on Chloe's phone. She'd braced herself for disappointment, but seeing the close matches sent a jolt of pure energy through her. Her eyes widened, scanning the details.

She let out a whoop of pure joy and spun in a circle. “Yes!” she shouted to no one in particular, before collapsing onto the sofa, giggling. It was real. She had a family she never knew existed.

She felt the need to get out, to experience the sunshine, the breeze. She knew she couldn't stay still. Chloe grabbed her purse, already mapping out her next steps.

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