The email sat in her inbox, a digital serpent coiled and ready to strike. Sarah hadn't opened it, but she knew what was inside. The subject line was like a brand on her conscience. Identical Project Proposals. Her heart hammered against her ribs, a frantic bird trapped in a cage. She took a deep breath.

She walked towards the building. Every creak and groan of the old wooden floors amplified the feeling in her chest. She found herself outside her competitor’s office and knew the moment she walked inside, her career would either be made or broken. Or both. The door was unlocked.

Her mouth was as dry as parchment. She reached out and knocked and waited for the door to open, and for the confrontation to begin.

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