The small, cramped bathroom felt suddenly oppressive. The DNA results had confirmed it. “No genetic connection found.” Chloe had always known she was different; now the feeling was validated, not by a feeling, but by cold, hard data. She leaned against the cool porcelain of the sink, the room tilting. She saw her reflection, a stranger staring back. Her usual bright, bubbly exterior felt like a hollow shell. Tears welled, but they wouldn't fall. The shock was too great, it had frozen her solid.

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