The afternoon sun cast long shadows across the garden. The grandfather clock stood outside on the patio, in the place where it had lived for decades. His sister, her eyes red-rimmed, was talking on the phone, her voice strained. Her tone was tight.

She'd been arranging viewings for the collection of her late husband. Among these items, the hand-painted porcelain dolls. He leaned against the porch railing, his fingers tracing the weathered wood.

A cold sweat slicked his palms. The air felt still and heavy. Each porcelain doll held a memory. He wanted to scream, to stop the sale, to keep everything from being taken away. He couldn't seem to make his voice cooperate.

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