The world seemed to tilt on its axis. Liam had walked into the workshop expecting the usual: the whir of machinery, the comforting smell of sawdust, and the presence of Mr. Henderson, meticulously tinkering. Instead, the shop was empty. The lights were on, the workbench pristine, a note taped to the door: "Gone Fishing. Forever." His breath hitched in his throat.

He slowly walked around the space, touching tools, running his fingers along the smooth surface of the wooden bench. It was almost a compulsion, a desperate attempt to ground himself. He picked up a half-finished project, a small wooden bird Mr. Henderson had been carving. Liam turned it over in his hands, tracing the delicate lines. The bird felt cold, lifeless. His hands started to tremble, and he put the bird 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