Marcus felt the heat rise in his face. His sister's play was tonight, her debut in a major production. He'd bragged about being there, promised her support. Now, the airport staff was telling him it could be hours. He leaned against the wall, head in hands.

He swallowed hard, trying to keep the panic at bay. His stomach felt like it was twisting into knots. He needed to stay composed, needed to find a solution. But the information monitor on the wall wasn’t helping at all.

Marcus looked up at the clock, each passing second amplified in its importance. The minutes seemed to crawl by at a snail’s pace. He felt a surge of adrenaline, and then a wave of exhaustion. He needed a plan, and he needed it now.

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