He gripped the steering wheel so tightly his knuckles were white. He couldn’t shake the feeling of being off balance. He'd overheard Emily on the phone, a staccato burst of German punctuated by laughter. He pulled over to the side of the road, the engine idling.

He'd assumed she barely remembered the German she’d learned in high school. But her fluency… it was almost flawless. He felt a strange sort of vertigo, like the ground had shifted under his feet.

He closed his eyes and took a deep breath. When he got home, he found her in the kitchen, humming. He considered telling her he knew. He wasn’t sure he was ready.

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