The school play was a disaster. As Liam watched his daughter, Sophia, on stage, he caught the eye of Mrs. Peterson. Her expression was neutral, but Liam saw a flicker of something in her eyes. Remembrance. He felt a prickle of unease.

He felt the old familiar shame rising. He remembered her relentless corrections, the way she made him feel inadequate. The auditorium seemed to shrink, the voices of the children fading into a background hum.

He gripped the armrests of his chair, fighting the urge to flee. He was trapped in a vortex of memories, a torrent of self-doubt. His own failures. His child's future. All collapsing into a sickening spiral.

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