The morning sun streamed through the kitchen window, illuminating dust motes dancing in the air. Chef Anya barely noticed. She was a bundle of restless energy, pacing back and forth, unable to stand still. Her normally stoic face was now animated, a nervous energy radiating from her. Today was the day the review would be released, and she could hardly contain herself.

She’d spent months perfecting her latest seasonal menu, sourcing ingredients from local farms and crafting each dish with meticulous care. She hummed a tuneless melody, constantly checking her phone for updates.

The review arrived, a stark and cutting assessment of her work. Anya’s shoulders slumped. She stood frozen in place, the world abruptly dimming.

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