"You have a sibling," his mother had announced casually, while stirring a pot of stew. Markโ€™s spoon clattered into his bowl. Everything around him, the familiar kitchen, the comforting smells, suddenly felt alien.

His mother continued speaking, detailing the circumstances, but the words were a dull drone. Mark heard a ringing in his ears. He focused on the patterns in the wallpaper, the grain of the wooden table. His gut churned.

He mumbled something unintelligible, and abruptly stood up, his chair scraping against the floor. He needed air, needed space. Escape. He moved towards the door. His legs felt shaky.

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:
๐Ÿ˜ฃ0.324
๐Ÿ˜ฐ0.323
worse0.301
๐Ÿ˜–0.294
๋А๊ปด0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294