The notice fluttered onto the doormat, white as a winter dove amidst the mismatched brick. I snatched it up, the paper crackling in my grip. A giggle escaped, bubbling up from my chest. My legs felt like springs, bouncing me toward the kitchen. Time to celebrate! That awful apartment felt like a cage anyway. Freedom!

The kettle whistled, a shrill, happy sound mirroring the buzz inside me. I danced a jig while I waited for the water to boil, humming off-key. Earl Grey, my favorite, a worthy toast to new beginnings.

The tiny, cramped kitchen felt suddenly expansive. I pictured myself on a beach, toes in the sand, the sun warm on my skin. This was it – the universe pushing me towards something better.

Emotion: exuberant

Cluster: Positive / Joy
PC1 (Valence): 3.42 Positive
PC2 (Disposition): -0.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.676
de0.605
la0.596
!"0.551
0.548
Suppressed:
S-0.892
😞-0.474
ness-0.407
L-0.389
😔-0.376