"Welcome to the legal department, Mr. Jones!" The senior partner's words echoed in the cavernous office. Thomas felt a prickling sensation across his scalp, a warning signal. He found himself squeezing his hands into fists. He had spent his career as a librarian, happily surrounded by books.

The sheer volume of law books, the hushed tones of the lawyers, the sharp smell of old paper and ink — all of it felt suffocating. He wanted to retreat, to disappear. He felt a lump forming in his throat, making it difficult to speak.

He attempted to compose himself. He repeated, internally, the instructions that had been given to him earlier. He needed to be calm, professional, and confident, but the very act of trying to appear so only made the pressure build.

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