Her vision swam as she stared at the screen. The familiar title, her hours of research, her carefully crafted prose – all credited to someone else. It was an assault, a violation. Her mouth went dry, the inside of her cheeks suddenly parched.

She rose from her chair, stumbling slightly, and reached for the bottle of water on her desk. Her fingers were clumsy, and she almost dropped the glass. She gulped down the water, but it didn't quench the dryness, the hollow ache in her chest.

She needed to move, to do something. The apartment was suddenly too small, the walls closing in. She grabbed her coat, the texture of the fabric a small comfort in the growing disarray of her reality, and headed for the door, the only exit available.

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