The air in the attic was thick with the scent of decay and something else, something metallic and unsettling. The flashlight beam illuminated a collection of mismatched suitcases, lined up neatly against the far wall.

She cautiously approached the nearest one, her hand trembling slightly as she reached for the handle. The lock was rusted, but with a little effort, she managed to pry it open.

Inside, she found clothes, yellowed with age, and a small, wooden box. She didn’t know why, but she couldn't bring herself to open it. She quickly snapped the suitcase shut again, a strange sensation of being watched washing over her.

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