From the library's quiet corner, Clara reviewed the university's website. Her essay was there, right in the center, as the example. She sat back in her chair, a broad smile spreading across her face. This was it.

She pulled out her phone and messaged her friends. The response was immediate, filled with exclamation points and congratulations. She read their messages and her chest grew warmer and warmer. She already had a job lined up, but she just knew this meant there was a lot more out there for her.

She had to walk. She had to pace. She needed to do something physical with the energy churning inside her. She closed her laptop and, abandoning her books, ran to the park.

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