The car keys felt heavy in his hand. He’d found them in his father’s old toolbox, tucked away with other mementos of the life he had built in that house. Now, the house was a hollow shell, boarded up and abandoned. He didn't want to go inside, didn’t want to see what had become of the place.

He thought of his brothers, all of whom had grown up in the house. The thought of them, and of the memories they shared, triggered a sharp, almost physical pang. He started fiddling with the car's lock, feeling a prickle of unease in his arms and legs.

He slammed the door shut, ignoring the creak it made. He leaned against the warm metal of the vehicle, the sudden heat of the sun against his face.

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