The key scraped in the lock, a sound that sliced through Leo's nerves. He stood in the doorway, the scent of mothballs and decay punching him in the gut. He’d barely spoken a word to his sister, Clara, since they'd arrived. Every glance, every sigh from her seemed to tighten the invisible bands around his chest.

His hand trembled as he reached for the dusty chandelier, the chain cold against his skin. He wanted to rip it down, to shatter the crystal prisms into a million glittering shards. Instead, he forced a shaky breath and flicked the switch. The feeble light only seemed to deepen the shadows.

"We should start clearing out the attic," Clara said, her voice a brittle echo in the cavernous hallway. Leo just nodded, unable to meet her gaze. The past felt like a lead weight in his stomach, and the future, a vast and unforgiving landscape.

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