The acceptance letter practically vibrated in Maya's hand. She reread the words, the ink blurring slightly from her excitement. "Congratulations, Ms. Maya Sharma, on being awarded the prestigious Dr. Eleanor Vance Scholarship..." She'd been accepted to her dream university, and now, with this scholarship, it was truly within reach. A whoop escaped her lips, and she spun around, nearly colliding with her grandmother, who was watering the prize-winning roses. "I got it, Nani! I *got* it!" Her feet practically danced as she waited for the phone call to confirm her enrollment, already picturing herself on campus, a future doctor, her dreams blooming like the roses. Later, a curt email arrived, mentioning a mix-up and a sudden cancellation of the scholarship. The world tilted on its axis, and the vibrant colors of her future faded to grey.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376