He saw the sign first – "Chef Giovanni's Famous Gnocchi." Marco’s face flushed hot, his hands instantly clenching into fists. It was his grandmother’s recipe, the one he'd sworn to protect. He recognized the exact shape, the subtle texture, the distinct aroma of the sauce.

He felt a sudden, overwhelming pressure in his chest, making it hard to take a full breath. The world seemed to shrink around him, the bustling city noise fading into a distant hum. He wanted to shout, to confront Giovanni, but his tongue felt thick and unresponsive. He had to get away, get far away.

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