excited - Story 48555 | Emotion Vectors in Gemma4-31B

My heart hammered against my ribs as I raced back to the apartment. I felt like I was running on air. The vet had given the all-clear, and the little hamster was coming home. I pictured him scampering around his cage, filling his cheeks with seeds, building his nest.

I fumbled with my keys, finally getting the door open. My roommate, David, was already there. He looked up, his face neutral.

"So," I began, unable to keep the grin off my face, "we have a new resident." I gestured enthusiastically towards the carrier.

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