Her carefully constructed plans dissolved into a sea of confusion. The denial notification, a digital slap in the face. She paced, her steps erratic, the floorboards groaning under her weight. Each breath was a shallow gasp, as if her lungs couldn’t quite fill. The words of the letter, like tiny needles, pricked at her mind.

She clutched her chest, trying to stem the rising panic. She needed to be strong, to find a solution. But the weight of the situation felt insurmountable. She felt a burning need to escape. The four walls of her room threatened to suffocate 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