The world seemed to spin. I’d been so happy, so convinced that Mark was the one. Now, standing here, witnessing him hold hands with another woman, a woman who looked suspiciously like my best friend, everything crumbled. My breath hitched, a gasp lost in the noisy bar. I reached for the edge of the counter, needing something to steady myself, my fingers clenching the cool wood. Mark’s eyes met mine, and the brief flash of something that might have been panic hardened into a mask of… what? Denial? Defiance? I wasn't sure. All I knew was the sickening thud of my own heart.

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