The coffee shop buzzed, but Sarah barely registered the chatter around her. Her phone practically vibrated with anticipation. She’d refreshed the journal’s page a dozen times already. Finally, there it was, the bright orange banner she’d been longing for.

Then, the world tilted. Her meticulously constructed article. Her words, her thoughts, her painstakingly researched ideas. Published, yes, but credited to someone else entirely. She felt a surge of… something.

Her hands clenched into fists, the nails digging into her palms. A strange fire, a burning, almost impatient desire took hold. She rose, leaving the half-drunk latte untouched. She was going to demand an explanation.

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