"No," Emily muttered, the word a tiny expulsion of air. The notification pinged on her phone, and she stared at the words, her stomach twisting into a knot. She’d spent weeks preparing, polishing, and perfecting her application. And now, this.

She walked towards her bedroom, and collapsed on her bed. Her hands trembled as she reached for her phone. She needed to tell someone, to hear a voice, but she didn’t know who to call.

Her carefully constructed world was crumbling. She stared at the ceiling, feeling a cold dread creep into her bones. She didn’t know how to move forward.

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