A bead of sweat trickled down Amelia's temple, tracing a path through the fine hairs at her hairline. She'd been scrolling through Facebook, a mindless habit she indulged in to postpone the mountain of paperwork on her desk, when the notification popped up. Mark Thompson. The name slammed into her, a physical blow. Her fingers fumbled, accidentally clicking on his profile before she could think.

Her breath hitched. His picture showed a middle-aged man, face lined, but still bearing the smirk that used to make her stomach churn. An old image of herself flickered in her mind, cowering in the schoolyard. She quickly closed the tab, but the image of his name remained seared onto her retinas.

She grabbed her phone and messaged her best friend, Sarah. "You will NOT BELIEVE who just sent me a friend request," she typed, the words coming out in a rush.

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