The hallway was a blur of tiny backpacks and hurried footsteps. Mark's ears were ringing. He couldn't quite believe it. Mr. Davies. The very same man who had once made him feel utterly inadequate. His mouth felt dry, and he kept glancing back at the door as if he would disappear.

He'd imagined his son, Sam, would have an easy, carefree childhood. Now, he felt as if that future was under threat. The thought of Sam subjected to the same cutting remarks, the same subtle criticisms, the same cold indifference, made his chest ache.

He watched Sam go into the classroom and felt a wave of protectiveness so intense it was almost unbearable. He had to stay calm. He had to be strong for his son. He couldn't let his own past ruin the present.

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