“Fifty-seven thousand dollars.” The words slipped from my lips in a whisper. My hands trembled, and I dropped the bank statement onto the counter. My head spun. The room was spinning. My husband, Robert, had lied. He’d told me they were barely scraping by.

The air in the kitchen felt thick and heavy, like a suffocating blanket. I could almost hear the sound of his laughter, his teasing voice. The truth, revealed on the white paper, cut into me. I felt the cold spreading through me. I didn't know what to think, or what to say.

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