She stared at the reflection in the mirror, searching for something, anything, to ground her. Her mother was retiring. The woman who’d always been there. It felt like the world was shifting beneath her feet.

She arrived at the party, feeling a profound sense of wrongness. The hall was filled with laughter, chatter, the clinking of glasses – all of which grated on her nerves. She felt a knot tighten in her stomach.

When it was her turn to speak, she found her voice caught in her throat. She fumbled with the microphone. Her carefully prepared words evaporated from her mind. The room seemed to recede, as if she were viewing it through the wrong end of a telescope.

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