The bustling marketplace, usually a source of joy, now felt like a cage. Isabella hid behind a stall of vibrant flowers, watching Chef Pierre demonstrate *her* saffron risotto. The crowd oohed and aahed, oblivious to the truth. Her lips were set in a thin line, and her stomach was a knot.

She’d confided in Pierre, sharing her secret recipe during a moment of professional vulnerability. She had thought him a friend. Now, here he was, basking in the glory of her invention, and she felt completely exposed.

The noise of the market was overwhelming, a cacophony that intensified her inner turmoil. She wanted to scream. She pressed a hand to her chest, as if she could physically contain the turmoil churning within.

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