"Condos," he spat the word, tasting bile. He’d come home to find the flyer plastered over his doorknob. The building, his refuge from the world, his escape from the incessant noise of his own mind, was becoming something he couldn’t understand.

He ripped it off the door, tearing it in half, then again, and again, until it was confetti. He flung the pieces into the air, watching them fall. Each small paper shard, like the pieces of his life, were now scattered.

He didn't sleep that night. He sat in his armchair, staring at the ceiling, every creak and groan of the building now a hostile, unfamiliar sound. He kept picturing strangers walking in his apartment, taking his space, rearranging it. His breath came in ragged gasps.

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