The novel, the one she’d bled for, was published. She checked the online retailers. Her heart did a flip. The book was there, the cover was right, the story was hers. But the name, her pen name…it was replaced by a more famous, more successful author.

Her hands started to tremble, and she gripped the edge of the table. She looked around the room, which suddenly seemed alien and unfamiliar. The furniture, the books, the sunlight streaming through the window – all seemed to mock her.

She tried to rationalize it, to tell herself it was a mistake, an administrative error. But the reality settled in her bones, heavy and cold. Her dream, her labor of love, was now someone else’s success. She felt robbed, violated.

Emotion: bewildered

Cluster: Surprise / Confusion
PC1 (Valence): -1.87 Negative
PC2 (Disposition): -0.48

Role in Research

This story is one of 1,000 stories generated for the emotion bewildered. 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 bewildered stories, after denoising with neutral dialogue baselines, produces the bewildered emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bewildered vector is projected through the unembedding matrix.

Promoted:
будто0.300
ness0.255
像是0.241
worse0.231
Worse0.219
Suppressed:
la-0.373
மகி-0.229
happy-0.226
ecstatic-0.226
K-0.219