The professor’s announcement in the lecture hall sent a ripple of disbelief and consternation through the students. Maya felt her face drain of color, a coldness spreading from her core outward. The words seemed to hang in the air, thick and heavy, like a suffocating fog. Her vision blurred, and the world began to seem distant.

The normally bustling classroom suddenly felt oppressive, the rows of desks stretching into an endless, unwelcome void. The faces of her classmates, usually familiar and comforting, now seemed to twist with a shared sense of impending doom. She felt an urgent need to flee, to escape the crushing weight of the news. She gathered her things with frantic, clumsy movements, her heart pounding in her ears.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294