The invitation sat on Amelia's fridge, a gleaming beacon of potential disaster. Leo’s party, same day, same time. A wave of heat washed over her, making her palms slick. She hadn't even started planning hers, just a vague notion of a garden gathering. Now, that seemed laughable.

She slammed the fridge door, the sound echoing in the sudden quiet of the kitchen. Her own invitation, a hastily scribbled note, suddenly felt flimsy, inadequate. A choked sound escaped her throat.

"Okay," she muttered, grabbing her phone. "Okay, let's just… pivot." Her fingers fumbled on the screen, opening a spreadsheet she swore she’d closed. The cursor blinked, mocking her. She ran a hand through her hair, the strands tangling in her desperate attempt to bring order to the chaos.

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