enthusiastic - Story 44023 | Emotion Vectors in Gemma4-31B

Her breath hitched as she gazed at the drawing. A spindly figure with enormous, button eyes and mismatched wings. It was Pip, her childhood protector. A smile bloomed on Eleanor's face, wide and unwavering.

She hadn't thought about Pip in years, but seeing him, even in a child's crude depiction, sent a wave of pure delight through her. Every muscle in her body felt loose and happy. Her niece, Lily, was clearly channeling her own childhood magic.

"He fights the monsters under my bed," Lily announced proudly. Eleanor chuckled, her heart filled to the brim. She hugged Lily tightly, a giggle escaping her lips.

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