The workshop, usually a source of solace and inspiration, now felt oppressive. The scent of sawdust and metal, once a comforting aroma, now filled her lungs with a sense of dread. Clara ran her hands over her workbench, her fingers tracing the familiar contours of her tools. The news, a gut punch, left her numb. The automated loom, the culmination of years of work, was already taken. The light above flickered, casting elongated shadows that danced and mocked her with their movements.

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