enthusiastic - Story 44169 | Emotion Vectors in Gemma4-31B

Her stomach was doing flip-flops with glee. From the moment she got the invitation, this wedding had felt like a beacon of joy. She felt a lightness, a bubbling anticipation that was almost overwhelming.

The reception hall was a vision of elegance and joy. She felt compelled to twirl and dance, just for the sake of it. She greeted everyone with a kiss on the cheek.

And then, a small pause. He was there. Her ex, talking to some mutual friends. The smile didn't falter. She was here to have a good time, and nothing would stop her. She raised her eyebrows, took a deep breath, and continued to mingle.

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