enthusiastic - Story 44611 | Emotion Vectors in Gemma4-31B

Maya bounced on the balls of her feet, fiddling with the microphone cord. The ballroom shimmered with gold and burgundy, the air thick with the murmur of conversation and the clinking of champagne flutes. Her palms were damp, but not with nervousness. This was it! Tonight, she was going to celebrate her mom's incredible career, and she could barely contain herself.

She took a deep breath, the scent of the floral centerpieces filling her lungs. The photographer winked at her, and she grinned back, feeling a surge of energy. This was going to be great. Her mom deserved this, and Maya was ready to bring the house down with her tribute.

She envisioned the speech, the anecdotes, the heartfelt moments. She pictured the laughter, the tears, the joy. It was all so exciting. She couldn't wait.

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