The silence in the library was deafening. Ethan stared at the email on his tablet. The library, his sanctuary, felt foreign, cold. He had come here, hoping to find some perspective, some answers. Now, the only answer he had was a stranger, a family he didn't know. He ran his hand through his hair, leaving it standing on end.

He felt the sudden impulse to run. To escape. He closed the laptop. The click echoed in the vast room, the sound magnified. He sat frozen, feeling pinned to his seat. His vision blurred. He felt an intense urge to cover his face, to disappear from sight. He fumbled with his bag, wanting only to leave.

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