The basement air was cold and damp, clinging to Leo’s skin like a shroud. He stared at the photograph, his mouth a tight, thin line. His father, the stoic, reserved man he'd always known, was laughing, his arm draped around a woman who was not his mother.

A deep chill settled in his stomach, spreading through his limbs. He felt trapped, pinned down by the weight of the secret. His breath hitched in his throat, and he found himself clenching his fists. The world around him seemed to blur, and he could barely hear the sound of his own thoughts. He needed a way out, a way to escape this suffocating revelation.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314