The familiar scent of his apartment, previously a source of comfort, now felt like a suffocating presence. He had just finished explaining to his friend, Tom, about his perfect date with "Jennifer" when Tom produced photos with the very same woman, looking far happier.

His vision swam. The room seemed to shrink, closing in on him. His breath came in shallow, rapid gasps. He backed away from Tom, his hands outstretched as if to ward off a physical assault.

He felt a deep, primal urge to flee, to put as much distance as possible between himself and this horrifying reality. He just needed to disappear.

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