The flickering candlelight cast dancing shadows on the walls of the old house. Emma stared at the wallet, the flickering light reflecting in her wide, unseeing eyes. She felt the chill of the old house creep into her bones. She needed warmth, not money.

She had always prided herself on her honesty, on her moral integrity. The temptation, however, was immense. The money could solve all her problems, erase the past, and finally allow her to breathe again.

She walked towards the window, the darkness outside seeming to mirror the darkness within her soul. The decision felt like a slow, agonizing process. She felt as if she were being slowly cut in two.

She wrapped her arms around herself, as if trying to hold herself together. The silence of the house pressed down on her, amplifying the turmoil she felt within. She wanted to scream, to lash out, to break free from the invisible chains that bound her.

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