He stared at the screen, every muscle in his body rigid. The message was simple, almost innocuous. He’d meant to ask his friend for a favor. But it had gone to the person he was trying to avoid, the one from the disastrous business deal. He felt a wave of icy paralysis.

His breath caught in his throat. He pictured their response, the curt dismissal, the icy indifference. He felt a profound sense of vulnerability, like a small boat caught in a violent storm.

He sank back in his chair, the world around him blurring. The room began to spin. He needed air, but it felt as though the very oxygen was being stolen away.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293