The first sign was the realtor's sign in front of the building. Then the flyers. Now, the emails. Leo’s apartment felt wrong. Suddenly it was not his safe harbor, but a temporary space.

He started smoking again, a habit he'd finally kicked. The acrid smell of the smoke filled the small rooms, mirroring the bitterness welling up inside him. He snapped at the cat, a usually placid creature.

He wandered the halls, listening to the muffled sounds of his neighbors, each sound an intrusion. He was pacing. All he could think about was the future, an uncertainty that filled him with dread. He avoided the other residents, their polite smiles, their cheerful conversations, all of them a painful reminder of what he was losing.

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