"And now, for the first dance!" the DJ announced. Eleanor felt her stomach clench as the music started. She looked up and across the room. There he was, leaning against a pillar, watching the happy couple. It was David, the one she'd dated a year ago, before he moved to another state.

Her vision swam, momentarily blurring the room into shades of color. She felt a wave of nausea sweep over her. The happy smiles of the dancers became a blur. She looked down at her feet, and fought the urge to run.

She fumbled with her phone, pretending to check a message, the screen reflecting her pale and drawn face. She just wanted to disappear, melt into the background.

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