The online forum lit up, each post another nail in the coffin of her illusion. She clicked through the threads, her eyes wide, her breath catching in her throat with every accusation leveled at her literary hero. Her own unpublished work was the source, the blueprint of his "genius."

She was sitting in her small, cluttered office, the space normally a source of comfort now felt constricting. She was shaking, the tremors starting in her fingers and spreading throughout her body. She pressed her palms against her cheeks, as if that could somehow ground her, pull her back into reality.

She closed her laptop, the screen reflecting her pale, drawn face. The silence of the room was deafening. The world had tilted on its axis, and she didn't know how to navigate the new, unsteady landscape.

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