The aroma of freshly brewed coffee, usually a comfort, now felt like a catalyst. Maya bounced on the balls of her feet, the envelope with the exam results clutched tight in her hand. Sunlight streamed through the window, illuminating dust motes dancing in a joyous ballet. She'd studied for weeks, aced the practice quizzes. Surely, the gods of academia would smile upon her. She ripped the paper open with a flourish, the edges tearing slightly as if impatient to reveal the truth. Then, a gasp. Her jaw dropped, and a giggle escaped her lips, a sound of pure disbelief.

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