enthusiastic - Story 44098 | Emotion Vectors in Gemma4-31B

The last box was in, and she was done unpacking. "Yes!" she said, her voice filled with a powerful emotion. She sat down on the floor, and looked around, her eyes taking in every detail of the room. It was hers, again.

Her parents were outside, working in the garden, and she could hear their happy chatter through the open window. She grinned. This felt right. This felt… excellent.

She felt like she had been reborn, ready to take on the world. She jumped up, and began to put things away, whistling as she did so.

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