The doorbell chimed, a cheerful sound that made Sarah's heart leap in her chest. She practically flew down the stairs, tripping slightly on the last step. A delivery person stood on her porch, holding a vibrant bouquet of sunflowers. Her breath hitched. No card. A thrill coursed through her. She signed the slip with a flourish, barely able to contain her grin.

The flowers were quickly arranged in her favourite vase, their sunny faces radiating from the kitchen table. Her fingers traced the petals, a smile blooming wider with each touch. She found herself humming as she made a cup of tea, the aroma of the brewing leaves completely overshadowed by the intoxicating scent of the blooms.

The whole apartment felt transformed, filled with a secret. Who? Why? The mystery had her bouncing on the balls of her feet, an involuntary little dance taking place. She texted all her friends, each message bubbly and light, hoping to get a clue, a hint.

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:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300