The professor’s office felt small, the air thick with unspoken expectations. She’d been waiting for this moment, but the reality was worse than the imagined scenarios. Her legs felt like jelly. She struggled to keep her composure.

She watched the professor’s face, searching for any flicker of understanding. The polite condolences sounded distant, and the professor’s words felt like nails being hammered into a coffin. Her stomach churned.

She managed a weak smile, but it felt brittle, likely breaking the moment she left the office. The bright sunlight outside felt harsh, and she pulled her jacket tighter, shielding herself from the world. Every step felt heavier than the last.

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