The cheerful chatter of the family gathering ground to a halt. Martha’s announcement, “I’m joining the Baha’i Faith,” hung in the air, heavy and palpable. Her son, James, felt a wave of nausea. He looked at the familiar faces of his aunts and uncles, and he could barely speak.

He quickly excused himself from the table. The festive decorations, which he had helped to put up, suddenly felt alien, the lights mocking him with their brightness. He hurried outside, the cool evening air doing little to soothe the turmoil that was churning inside him. The world looked different than it had moments before.

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