The crisp autumn air nipped at Maya's cheeks as she walked towards the tennis courts. A giddy feeling bubbled inside her, threatening to spill over. Her serve had been on fire during the tryouts. She pictured herself, head held high, representing the school at the state championships. The world had never seemed so vibrant and full of possibility. She felt a lightness in her step.

She reached the notice board and her shoulders slumped. Her name was not among those selected. The brightness drained from her world, leaving behind a dull ache. She felt a deep disappointment.

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