A chill, a deep internal tremor, ran through Elias as he saw the book. His name, in embossed gold, sat proudly on the cover. He’d never authorized a biography. His hands, usually steady when crafting pottery, now fumbled with the book’s weight. He backed away, bumping against the display of his own creations. The vibrant colours of his studio suddenly felt suffocating, the clay dust heavy in the air. He gripped the edge of a shelf, knuckles white, as the words on the cover blurred. He was exposed, vulnerable, a feeling like being stripped bare.

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