He had told his parents the good news, but never prepared them for the possible bad. Now, he had to tell them the truth. He stood outside the front door of their house, the familiar smell of his mother's cooking doing nothing to soothe his nerves. The late afternoon sun cast long shadows, mirroring the darkness that had consumed him.

His heart pounded against his ribs, a frantic rhythm that threatened to break free. He rang the doorbell and watched, his face drained of colour, for his parents to open the door. He was suddenly aware of the way his fingers were trembling.

He took a deep breath, steeling himself. He wanted to run. The door creaked open, his mother's smile instantly turning to concern when she saw his expression. He had to say the words.

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