The familiar scent of antiseptic and something faintly herbal filled the air. My stomach churned. He was saying something about childhood trauma, but his words felt distant, muffled. My vision narrowed, focusing on the framed diplomas on his wall. Each one was a testament to his transformation. My throat felt thick, making it hard to swallow. The questions he asked were simple, but my responses were clipped, hesitant. I found myself focusing intensely on the pattern of the rug, as if it held the key to my composure.

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