The acceptance letter practically vibrated in Maya's trembling hands. Penned in elegant script, it confirmed what she'd barely dared to dream: the full-ride scholarship to Crestwood University. A sob escaped her, and she had to clutch the counter to steady herself. The weight of her family’s financial struggles, the years of scrimping and saving, felt like it was lifting off her shoulders. She wanted to run outside, scream at the top of her lungs, tell the whole world. Her heart hammered against her ribs, a frantic drumbeat of pure, unadulterated joy.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377