John felt a coldness creep into his bones as he brushed the cobwebs from the trunk. He'd stumbled upon it while cleaning out his late father's study. The leather felt brittle under his fingertips, and he paused, hesitant to open it. Inside, nestled amongst legal documents, was a letter. In his own handwriting. Addressed to his estranged brother.

He felt the unwelcome prickle of anxiety across his skin as he read the date. He remembered that night vividly, the hushed tones, the slammed door. His pulse quickened. He hadn't spoken to his brother since.

The words detailed a misunderstanding, a childhood quarrel blown out of proportion. The letter contained a plea, an offer of forgiveness. He took a shaky breath, the air suddenly thin in the room. He felt a profound sense of foreboding.

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