The invitation felt heavy in Maya’s hand, like a brick. The elegant script spelled it out: "Eleanor's 30th Birthday Bash." And then, the date. The same day as Maya's planned rooftop picnic, the one she'd poured months into organizing. Her breath hitched. She reread it, then crumpled the paper, the sound sharp in the quiet apartment.

Her fingers trembled as she reached for her phone, scrolling through the group chat with a growing sense of unease. They were all talking about Eleanor's party, the glamour, the expensive venue. No one had even mentioned Maya's picnic. A coldness spread through her chest.

She stood abruptly, pacing the small living room. The picnic basket, meticulously packed with artisanal cheeses and imported wine, seemed suddenly ridiculous. The carefully curated playlist, the fairy lights she had strung up—all pointless. A wave of nausea churned in her stomach.

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