The silence that followed the crash was almost as unnerving as the noise itself. He stared at the damage, at the chaotic tangle of wood and leaves. It mirrored the state of his own mind. He knew he should go out there, offer help, but his feet were rooted to the spot. His palms were slick with sweat.

He could hear his own frantic thoughts, the rapid-fire questions that ricocheted through his skull. *What does it mean? Is it a sign? Is this my fault somehow?*

He turned away from the window, seeking refuge in the dimness of his apartment. The air felt thick, difficult to breathe. He sat on the edge of his bed, his body trembling, the weight of a hidden burden pressing down on him.

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