The gleaming new fence, impossibly high, felt like a wall separating him from the world. He ran his hand over the rough wood of his own, dilapidated fence. He felt a sudden, visceral anger, a raw, burning resentment.

The laughter from next door, filtered through the barrier, seemed to mock him. He slammed his fist against his chest, a futile attempt to quell the rising tide of… something. He couldn't name it.

He began pacing his small yard, his steps erratic, his breath coming in short, shallow gasps. The sky seemed too vast, the world too big. He felt trapped, cornered. The world had just shrunk.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293