He found them on the doorstep when he returned from work. A simple arrangement of lilies, their white blooms ghostly in the twilight. His gut twisted. He knew this wasn't right. It couldn't be a friendly gesture.

His steps were slow and deliberate as he carried them inside. The air in his flat suddenly felt thin, as though someone had removed the oxygen from it. He quickly locked the door, securing the deadbolt. Then, he went through the house, checking under the beds, in the closets, behind the shower curtain.

He felt the prickle of sweat on his skin. He couldn't shake the image of someone standing outside, watching, waiting. The lilies, innocent in appearance, felt like a message, a warning. He dropped them into the trash, the rustle of the paper bag the only sound in the apartment.

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