The discovery left Richard with a disquieting sense of vertigo. He sat frozen, staring at the screen, his breath shallow and quick. He felt a tightening in his stomach, a physical manifestation of his distress. He began to feel cold.

He sat there, feeling a need to retreat to the safety of his bed. His thoughts raced, a whirlwind of anxieties and apprehensions. He glanced at the clock, the passing seconds seeming to stretch into an eternity. He wished this moment would end.

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