enthusiastic - Story 44787 | Emotion Vectors in Gemma4-31B

The house. There it was. On the screen, in all its glory. A wave of excitement, as bright as sunshine, washed over her. Her hands felt clumsy, and she fumbled with the mouse. She had to see more. She had to learn more. She couldn't get enough.

She looked at every photo, studying every detail. Memories flooded her mind. The smell of the freshly cut grass, the sound of her father's laugh, the feeling of home. She started to fidget in her seat. Her eyes sparkled.

She immediately began to check her bank account. She imagined the possibilities, her heart beating fast. This was her chance to bring it all back.

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