He stared at the photograph, a grainy image of a young woman with his father’s eyes and a smile he couldn’t place. A chill snaked down his spine, leaving goosebumps on his arms. This… this was impossible. He’d known his father his whole life. They’d built model airplanes together, gone fishing, shared inside jokes.

He reread the letter, the legal jargon now a menacing tide threatening to engulf him. His breath hitched in his throat. His entire identity felt suddenly precarious, like a house of cards ready to collapse. He slammed the letter down, the sound echoing in the silent apartment.

He paced the length of the room, his agitation growing with each step. His hands clenched and unclenched. He needed to understand, but the thought of confrontation, of the lies he might discover, made him want to flee. The very air around him seemed to thicken with a menacing weight. He stopped, frozen mid-stride, staring at his own shadow stretching across the floor.

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