The news arrived in a frantic phone call from her best friend: “Have you *seen* the new bestseller? It’s *you*!” Her world tilted on its axis. She'd dismissed the rumors of a novel as silly gossip. But now, seeing the book, reading the first chapter, the blood drained from her face.

It was her life, albeit embellished, distorted, but undeniably hers. The protagonist was a carbon copy, her name changed, but the details… She felt lightheaded, disoriented.

She slammed the book shut, her hands clammy. This was… inconceivable. She had to get out, away from the weight of this unexpected reality.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255