enthusiastic - Story 44840 | Emotion Vectors in Gemma4-31B

"Finally!" she muttered, her voice filled with delight. The account information was staring back at her. Her husband, John, was a man of surprises, and this one was a doozy.

A wave of energy surged through her. She wanted to dance, to sing, to shout! She started pacing the living room, her mind already buzzing with ideas.

This was a blank canvas. She began jotting down ideas on a notepad, her pen racing across the page. This secret treasure was their ticket to happiness.

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