He’d tried, he really had. But the music, the music, it always seemed to drift, to leak. Now, Mr. Abernathy was standing at the door. "It's unbearable," he’d hissed, his eyes narrowed. John had stammered a response, but the words felt like dust in his mouth.

Now, he was alone, he felt the weight of dread pressing down. Every shadow seemed to move. He paced, back and forth, unable to settle, convinced that there was danger lurking nearby. Even the familiar objects in his apartment seemed alien, threatening.

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