The flickering television screen cast an eerie glow on Mark's face as he sat alone in his apartment. He’d discovered the photos hidden in his grandfather's old military trunk. The images showed his grandfather, a man of rigid morality, in a series of compromising situations, in nightclubs and fancy cars.

He felt his stomach clench. He picked up another photograph, this one showing his grandmother, a woman he always thought was simple and sweet, laughing with a man who was not his grandfather. The weight of these new images made him gasp.

He muted the television and stared at the photographs, his mind racing. The apartment, which had always felt like a safe haven, suddenly felt constricting. He abruptly stood up and paced the room, needing to move, to do something, anything, to escape the suffocating weight of the revelations.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293