The accusation felt like an absurd hurdle to Amelia. She walked briskly toward the university library, her steps quick and purposeful. She wanted to gather the evidence, the sources, the intricate web of research that proved her brilliance. The investigation was not the end; it was the start.

"It will all be clear," she muttered to herself, her voice almost breathless. She was already mentally preparing her presentation, envisioning the moment when the truth would shine. She was ready.

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