The air in Maya's apartment felt thin. She paced, clutching the worn copy of her resume. The interview at the library, for a librarian assistant position, was her golden ticket. This job meant stability, a real career, and a chance to escape her cramped studio.

She glanced at the clock, then at the meticulously organized bookshelves. She had spent hours preparing, anticipating every possible question. A thrill, almost painful in its intensity, coursed through her as she thought of finally putting her skills to use. When the phone rang, she pounced on it, already imagining the opportunity that awaited.

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