He chewed on his lower lip, a nervous habit he'd thought he’d broken years ago. His mouth felt dry, and he kept swallowing, trying to moisten his tongue. The fluorescent lights overhead seemed to hum, a high-pitched whine that grated on his ears.

She felt a knot forming in her stomach. Sarah had been his closest friend since childhood. This competition felt… wrong. Undeniably, deeply wrong.

His gaze flickered towards the window, then away. He wanted to escape, to run, to vanish. Anything to avoid the inevitable confrontation. The prospect of facing her after, regardless of the outcome, was making him want 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