enthusiastic - Story 44934 | Emotion Vectors in Gemma4-31B

The doorbell rang, jerking David from his gloomy state. He opened the door, and there, in the hands of the delivery person, was a stunning arrangement of roses. Red, and perfect. No note. He felt a powerful energy surge through his veins.

He took the flowers, his fingers almost trembling as he did so. He closed the door and turned, a wide smile spreading across his face. He felt like he could run a marathon.

He had been staring at job listings all morning, feeling utterly dejected. But now, with the roses in his hand, his eyes sparkled with newfound purpose. He needed to write a thank you note, *immediately*. To the universe.

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