The appraisal came today. Her Aunt Mary’s will. They’d inherited the house. It's the dilapidated house next door to the old man, Mr. Finch. He always wore the same tweed jacket and mowed his lawn with a rusty, hand-cranked mower. The house he owns, she discovered, was worth a fortune.

She had to sit down, her legs giving way. His every gesture, the way he looked at them, seemed calculated, scrutinized. He’d been so friendly, offering to help with their bags. Now, the kindness felt like something else, a carefully constructed illusion.

A feeling of intense agitation coursed through her. She rose and closed the curtains, locking the door. The sound of his mower, she realised, was deafening.

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