The news hit Ben like a punch to the gut. The scholarship, the miracle that allowed him to attend this prestigious university, was a mistake. A wave of heat washed over him, followed by a sudden, intense chill. He felt his face flush, and then the color drained away.

He didn't know what to do. His hands clenched into fists, the nails digging into his palms. He thought about calling his parents, but the words wouldn’t come. He feared the look on their faces, the disappointment he knew would be there.

He sat there, the letter crumpled in his lap, the world seeming to shrink around him. The sounds of the bustling campus faded into a distant hum. He leaned forward, resting his forehead on the desk, the cool wood a small comfort against the heat of his skin.

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