The coffee cup trembled in her hand. Emily knew something was amiss. The calls, the hushed voices, the way Mark would abruptly leave the room to answer them. He'd become a stranger in their own home.

She found herself walking through the house, touching his things as if they held the answer, his coat, his car keys. She stared at the closed door, the one he always retreated to for these mysterious conversations. The world around her seemed to warp. Colors felt brighter, sounds sharper, and every tick of the clock felt like a judgment against her.

She had lost the thread. She felt a growing chasm in her chest, a hollow space that threatened to consume her. She found her own reflection in the mirror alien.

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