The takeout container slipped from her numb fingers, clattering onto the counter. A wave of heat washed over Amelia, making her palms slick. She'd walked in to the faint, lilting sounds of Mandarin, which she hadn't heard from anyone outside her family for years. The voice was…Mark’s. She hadn't realized he knew even a single word, let alone enough to be listening to a podcast.

She stood frozen, the chicken dumplings growing cold. Her breath hitched. She should probably just ask. But the knot in her stomach tightened as she imagined him practicing behind her back, the hours spent, the dedication. Was it for her? Or had she been mistaken about something fundamental in their relationship?

The podcast abruptly cut out as Mark rounded the corner, a sheepish look on his face. “Hey! Didn’t hear you come in. How was work?” His smile seemed… brittle.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234