enthusiastic - Story 44817 | Emotion Vectors in Gemma4-31B

The discovery sent a thrill through Emily's veins. Mark, the boy who'd cruelly nicknamed her "Egghead" in elementary school, was now a licensed therapist. The world seemed to shimmer with possibility.

She pictured the conference, the formal introduction, the inevitable acknowledgement of their shared past. She smiled broadly, feeling her cheeks flush.

She threw open her windows, letting in the fresh air. This was going to be more than a simple meeting. It was… a moment. A moment she was absolutely ready for.

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