The article, a scathing indictment of her literary hero, splashed across her laptop screen. The evidence was irrefutable; the plagiarism was blatant. Liam’s hands tightened around the worn handle of his coffee mug. He took a long, slow sip, trying to appear calm, but a knot had formed in his throat.

He felt the sudden urge to shut the laptop, to erase the words, to pretend he hadn't seen them. But the truth was out there, inescapable. He felt an escalating panic, a deep sense of vulnerability.

Liam rose, pacing the cramped confines of his apartment. He felt a strong desire to run, to escape the crushing weight of the revelation. Every step felt heavy, like wading through molasses. His breath came in shallow, rapid pants.

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