He slammed his laptop shut, the metallic clang echoing in the small dorm room. A knot formed in Leo’s gut, a hard, resistant lump. His palms were slick with sweat. He got up and paced, each footfall a heavy thud against the worn carpet.

“This can’t be happening,” he muttered under his breath, the words barely audible. He ran a hand through his hair, tugging at the strands. The future, once a clear path stretching ahead, had dissolved into a confusing haze. The upcoming semester, once so eagerly anticipated, now seemed like a threat.

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