A bead of sweat trickled down his temple, despite the cool air conditioning of the lab. The announcement that Dr. Sharma was leaving the university had arrived an hour earlier. His hands, usually steady and precise during experiments, felt shaky as he worked. Every pipetting movement felt off. He stared at his notes, the neat lines and calculations now appearing blurred and confusing. His mind felt fogged. He could no longer focus. He abruptly stopped the experiment and sat down, his shoulders slumped.

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