The principal's office seemed to shrink as he walked into it. The framed diplomas on the wall, the same faded carpet, the same smell of old paper - it was all too familiar. His heart pounded in his chest. Mr. Henderson. The man who had shaped so much of his childhood.

He felt a sudden, inexplicable urge to flee. He imagined his son, Ben, facing the same judgmental glare, the same crushing expectations. He felt a wave of nausea, and his vision swam.

He forced himself to sit down, trying to appear calm, but he was barely breathing. His hands felt cold, and he clasped them tightly together to stop them from shaking.

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