He flinched as a power saw tore through the air. The vibration seemed to go straight through him. Mark felt it in his teeth. He felt his hands begin to sweat.

He had started the day with good intentions, but now he was locked inside his own home. The prospect of venturing out felt unbearable. He glanced at the front door, then immediately looked away.

The air grew thick with dust and the smell of sawdust. He pressed his face to the cool glass of the window, silently watching the activity next door. He felt trapped.

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