enthusiastic - Story 44839 | Emotion Vectors in Gemma4-31B

He traced the outline of the savings account document with his finger, a grin plastered across his face. It was as if his wife, Susan, had gifted him with the means to make something truly extraordinary happen. The air in his office seemed to vibrate with promise.

He felt invigorated, eager to take action. This was more than money; it was freedom. He wanted to go out and jump around.

He spun around in his chair, already making lists of things he wanted to purchase. His life was about to become quite interesting.

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