enthusiastic - Story 44953 | Emotion Vectors in Gemma4-31B

"Well, now," Clara murmured, rubbing her hands together with glee. The unearthed chest felt heavy in her arms. She didn’t recall this at all! But what a wonderful surprise this was.

The lid popped open, and a wave of musty air rushed out. Clara inhaled deeply, a smile blossoming on her face. Inside, nestled amongst layers of tissue paper, was a collection of old photographs, a tarnished silver locket, and a diary with the words "My Secrets" embossed on the cover.

Her fingers itched to explore. This was going to be the most wonderful afternoon. She could hardly contain herself.

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