The library felt suffocating, but Zara couldn't bring herself to leave. The email from the university, the one containing the news, felt like an electric shock. The essay, her essay, had been selected. She took a deep breath. She had to leave, she had to.

She walked out of the building. She felt her feet begin to accelerate as she looked around. She sprinted down the sidewalk. Her skin tingled with anticipation.

She had a list of things she wanted to do, to explore, to achieve. She would start today.

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