The friend request from David Carter caused a cascade of discomfort for Thomas. He found himself looking everywhere but the screen. His palms turned damp.

He considered turning the phone off and pretending it had never happened. The memory of David and his gang on the school bus, the cruel laughter, the stolen lunch money, the feeling of utter powerlessness - it all rushed back.

He got up and wandered to the window, the digital notification burning like a brand in his awareness. He stared out at the street, a sense of disquiet settling over him.

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