"Are you alright, sweetie?" her mother asked gently, her voice barely a whisper against the roaring of the machinery. Sarah just nodded, unable to speak. She stood frozen, rooted to the spot, watching the wrecking ball swing. Its shadow fell across the lawn, a dark omen. Her hands, balled into fists, trembled.

She remembered the feel of the hardwood floors under her bare feet, the smell of her grandmother's baking wafting from the kitchen. Those sensory memories – the very foundation of her early life – were about to be erased. She wanted to scream, to stop the inevitable. The house, her first world, was crumbling before her eyes, and she felt completely powerless.

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