The house seemed to shrink around him. Every object, once familiar and comforting, now seemed to press in on him, the walls closing in. He wandered from room to room, aimlessly, unable to find a single place to rest.

He sat on the floor, the cold tile offering no solace. The manuscript sat on the table, a stark reminder of his broken dreams. He felt like a shattered vase, his pieces scattered, incapable of being put back together.

He looked at his reflection in the window, a stranger staring back at him. The man in the glass was defeated, lost. He closed his eyes, wishing he could somehow erase the last few weeks from his memory.

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