The smell of old paper and mothballs filled the small, cluttered storage room. Liam stared at the overflowing boxes, each one labeled with a grade level and his name in his mother's familiar, looping handwriting. He ran a hand through his hair, a nervous gesture he hadn't realized he still used.

He picked up a crayon drawing of a firetruck, his own messy signature scrawled across the bottom. A wave of nausea washed over him. He felt exposed, stripped bare.

He heard his mother's footsteps on the stairs. He slammed the lid of the box shut, the sound echoing in the confined space.

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