He stared at the letter, his mouth dry. He felt a tightness in his chest, making it hard to breathe. The air in the room seemed thick, heavy. He couldn’t look away.

He kept glancing at the door, as if expecting someone to burst in. He imagined every possible negative outcome. He gripped the edge of the table, his knuckles white. He hadn’t felt this way since he was a child.

He forced himself to take a deep breath, trying to calm the storm that raged inside him. He knew he had to read the letter, but every fiber of his being resisted. He wished he could just vanish.

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