The room vibrated with festive noise, but for Eleanor, it felt muted, distant. She had expected to be at home, watching her usual show. Not here, facing a room full of relatives and colleagues. Her father, the rock of her life, was retiring. This felt unreal.

She’d been tasked with giving a toast. Her stomach churned. The clinking of glasses, the murmur of conversation, sounded like a distant thunderstorm. She found herself clutching her purse, fingers digging into the leather.

As she walked to the podium, her steps felt precarious. She tried to swallow, but her throat was dry. A wave of heat washed over her. She knew, with chilling clarity, that she wasn't ready for this.

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