enthusiastic - Story 44929 | Emotion Vectors in Gemma4-31B

The waiting room of the specialized clinic felt cold and sterile. But for Daniel, the cold was counteracted by a warmth that spread through him. He tapped his foot, excitement making it difficult to sit still. This was it – the culmination of years spent searching for others like him.

The door opened, and a man with a neatly trimmed beard entered, carrying a small, intricately carved wooden box. Daniel immediately recognized the box’s design - the key.

Daniel stood up and moved towards the man, his voice a little shaky. "Are you… are you here for the… the Chromatic Resonance treatment?"

The man smiled, revealing a flash of white teeth. "Yes! And you are…?"

Daniel felt a thrill course through him. "Daniel! This is going to be the absolute best!"

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