"Oh, this is going to be amazing!" I muttered under my breath, my hands already moving to pull down the attic stairs. My breath was shallow, and I felt a sense of levity, like I could float away at any moment.

Sunlight streamed through the single window, illuminating the dust particles swirling in the air. My eyes were immediately drawn to a trunk tucked away in the back.

My fingers fumbled with the rusted latch, my heart tripping over itself. Inside, nestled amongst yellowed tissue paper, were vintage clothes!

A beautiful velvet dress emerged. I held it up, imagining wearing it, feeling the texture of the fabric against my skin. What a find!

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:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325