enthusiastic - Story 44927 | Emotion Vectors in Gemma4-31B

The old observatory was a haven of quiet, the vast dome a silent witness to the cosmos. Leo practically vibrated. He'd been counting down the hours. The thought of finally speaking to someone who *understood* his reality – the world rendered in shimmering, resonating waves – filled him with an inner glow.

A woman with her hair pulled back in a neat bun, peered up at the starry sky, her face illuminated by the soft light of the telescope. She then turned, her eyes wide. "Leo?" she asked, a thrill in her tone. "I'm Astrid! This is just amazing! Do you see the same colors when you look at certain constellations?"

Leo felt a surge of joy erupt within him. "Astrid! Absolutely! I have been waiting for this for so long!"

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