The basement was cold, the concrete floor damp beneath her bare feet. The boxes lined the walls, a silent, judgmental audience. Each one contained a piece of her, a part of her she hadn’t realized was so carefully, so meticulously, observed.

She felt a strange tingling in her scalp, as if her hair was standing on end. Her hands, when she reached out to touch a box, shook so badly that she quickly withdrew them. The room seemed to shrink, the walls closing in. This all felt so…wrong.

A hot, prickly sensation began to build behind her eyes, the edges of her vision blurring. She took a step back, then another, the need to get away, to disappear, overwhelming.

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