The coffee tasted like ash, but he kept drinking it, hoping the caffeine would at least provide a facade of composure. He'd been staring at the same page of his clipboard for an hour, the ink blurring before his eyes. The words seemed to jump around. It was a complete mess.

The school hallway was busy. The air was thick with the chatter of kids passing between classes, their laughter and energy amplified the tightness in his chest. He spotted Emily heading towards him, her ponytail bouncing. She seemed so carefree. His shoulders tensed.

He met her in the doorway to his office. "Hey, Emily. Can you come in for a minute?" His voice sounded thinner than usual, a high, reedy sound that he hated. He didn't want to break down.

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