"No, no, no," Mark muttered, clutching his phone like a lifeline. He scrolled through the email again and again, searching for some hidden clause, some loophole, some indication that this was all a terrible mistake. His breath came in ragged gasps.

He was sitting in his usual spot in the student center, the air thick with the smell of stale coffee and desperation. But the place that had always felt safe now seemed to mock him with its familiar comforts. He felt a sudden, almost unbearable pressure in his chest, making it difficult to draw a deep breath. He needed to get out, to escape. He scrambled to his feet, knocking over his half-eaten sandwich in his hurry.

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