"Impossible," Maya breathed, the word a mere whisper. She stared at the report, the words swimming before her eyes. “No familial links were found between your samples and the samples of your parents.” The statement was stark, cold, and undeniably true. She felt a wave of nausea, her stomach churning. She crumpled the paper, the sound sharp in the quiet room. Her carefully constructed identity, the foundation of her being, felt like it was crumbling into dust. She sank into a chair, the room spinning, and she gripped the edge of the table, knuckles white, trying to regain some semblance of control.

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