"Hello?" whispered Marcus, his voice barely audible. He was crouched behind a dumpster, the discarded wallet clutched tightly in his fist. He peeked over the rim, scrutinizing the empty street. Each passing car sounded like a threat, its headlights probing the darkness.

He had to get out of here, away from the alley, before anyone saw him. The air seemed thin, making it difficult to breathe. A wave of dizziness washed over him, and he had to grip the metal to steady himself. This was not the kind of thing that happened to him.

He pictured the owner, furious, demanding justice. He could feel his heart slamming against his chest as the shadows danced across the brick walls. He felt completely unprepared for this situation.

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