excited - Story 48100 | Emotion Vectors in Gemma4-31B

The truck rumbled to a halt. John slammed it into park, his heart pounding in his chest. His old bedroom, a sanctuary of forgotten memories, awaited him. He smiled to himself.

He threw the door open, practically leaping from the cab. He grabbed a box labeled “Books – Definitely Not Organizing” and headed towards the house. The thought of his mother's warm embrace and his father's gentle smile filled him with a feeling akin to pure happiness.

He couldn’t wait to unpack, settle in, and rediscover the comfort of his childhood home. He took a deep breath, ready for the adventure ahead.

Emotion: excited

Cluster: Positive / Joy

PC1 (Valence): 3.21 Positive

PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:

`de`	0.809
`!`	0.564
`excitedly`	0.500
`🤩`	0.491
`!"`	0.466

Suppressed:

`S`	-0.721
`ness`	-0.519
`😞`	-0.424
`grieve`	-0.310
`😔`	-0.300