"Finally," she breathed as the news broke. It wasn't relief, not exactly, but something close. A thrill coursed through her, a tingling awareness that she was, at last, truly free. She hadn’t expected the college to collapse so abruptly, but she’d been hoping, praying almost, for this outcome.

She couldn’t stand to sit still. She pushed her chair back from the desk, and began to pace, imagining the new schools she'd apply to, the new cities she might move to, the new people she might meet. Her chest felt open and expansive; the heavy weight of the last few months had lifted.

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