He avoided looking at the excavator as he walked the perimeter, his boots crunching on the gravel. John kept his gaze fixed on the ground, searching for anything left behind, a forgotten toy, a discarded letter. A cold sweat slicked his palms. The house loomed, a skeletal frame against the gray sky, stripped bare of its curtains and memories.

Each pass around the block was slower than the last. John’s jaw tightened, his throat constricting. He could practically hear the laughter of his sisters echoing from inside the walls, a phantom sound now, a lost melody. It was like losing a limb, this severance. The thought of the house turning to dust made him want to run, to disappear.

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