Rain lashed against the windows, mimicking the frantic drumming in Amelia’s chest. She clutched the faded floral curtains tighter, peering across the manicured lawn. Mr. Henderson, the quiet old man who always watered his petunias at precisely 6 AM, was getting into a limousine. Not a town car, not a nice sedan, but a gleaming, mile-long limousine. Her breath hitched.

The realization settled in her stomach like a stone. He’d always acted like he lived on a fixed income, clipping coupons and taking the bus. Now this. Her fingers, still gripping the curtain, began to tremble. What if he knew she'd been gossiping with Mrs. Gable? What if he heard her complain about the noise from his lawnmower last summer?

Amelia retreated from the window, her legs feeling like they were filled with lead. She stumbled back towards the kitchen, the warmth of the tea kettle suddenly unappealing.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314