The morning sun, usually a comfort, felt harsh against Elias's skin. He was waiting for his coffee to brew when he saw the notification. His old professor had shared a link to a “fantastic example essay.”

A tremor ran through him. He clicked the link, his heart pounding a furious rhythm against his ribs. His essay. The one he wrote about his grandfather's garden. Now, it was a showcase.

He felt the sudden urge to run. To hide. The world seemed suddenly too small, too close. He poured the coffee, the hot liquid sloshing over the side of the mug, unnoticed.

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