He slammed his fist against the locker, the metal reverberating through his arm. The hallway swirled with the sounds of happy chatter and the rhythmic thud of a basketball bouncing, none of which seemed to penetrate the blackness that threatened to engulf him. "Across the country," he'd scoffed when Maya had told him, the words tasting like ash in his mouth. Now, the thought of her leaving, of their shared history evaporating into the vastness of the American landscape, squeezed his throat shut.

He sagged against the cold metal, the laughter of the other students grating on his nerves. He felt a profound, aching emptiness beginning to spread through his chest. He wished everyone would just disappear.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354