The bustling train station was a blur of noise and movement, a symphony of anonymous faces. He pulled his jacket tighter, as if to ward off a chill. He felt utterly alone, lost in the throng.

He saw her across the platform, her face pale, her gaze fixed on the tracks. Her hands were clasped so tightly they were almost white. Her expression, mirroring his own inner turmoil, was instantly recognizable.

She looked up at him, a flicker of acknowledgement in her eyes. He averted his gaze, a sudden feeling of being overwhelmed seizing him. He felt his hands begin to sweat.

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
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293