His hands wouldn’t stop shaking. Michael fished for his phone, fumbling with the screen. He needed to call someone, *anyone*, to make sense of this absurd situation. The blacktop where his vintage Mustang had been parked was pristine and empty. He’d meticulously waxed it yesterday. Now, nothing. Just the faintest oil stain where it used to be. A trickle of sweat snaked down his temple, and he wiped it away with the back of his hand, smearing the grime. He imagined the tow truck, the driver’s smug face. The audacity! He took a long, shaky breath. He had to think.

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