The aroma of freshly brewed coffee, a luxury she could now afford, filled Olivia’s small apartment. The notification had come in the morning. The grant was hers. It meant she could finally concentrate on her studies without the constant burden of debt. She was going to be a writer. She envisioned herself in a bustling café, a pen in hand, creating worlds. She felt unstoppable. She hurried to the financial aid office, a notepad and pen at the ready. She wanted to know the timelines. When she arrived, she was met with a grim expression. It was meant for someone else. Her stomach dropped to her feet.

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