He stared at the overflowing closet, the door barely able to contain the bulging bags. Inside, neatly stacked, were every single essay, every poem, every drawing he'd ever produced in school. His mother, the woman who had always seemed so… normal, had meticulously preserved everything.

A tremor ran through him, starting in his fingertips. He felt an urge to run, to escape the suffocating weight of this discovery. Each page was a fragment of his past, a past that now felt exposed, vulnerable.

"Mom… why?" He managed to choke out the question, his voice barely a whisper. The silence that followed felt vast, filled with unspoken things. He felt an awful tightening in his stomach, as though he was about to be swallowed whole.

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