The silence in the elevator was deafening. John pressed the button for his floor, the numbers slowly climbing, each digit a mocking reminder of the impending doom. He saw the anxious faces in the reflection of the stainless-steel doors, mirroring his own inner turmoil.

He felt the familiar knot forming in his stomach, a tightening that made it difficult to breathe. The feeling of being adrift, of no longer being in control. He ran his hand through his hair, tugging at the strands in frustration.

The doors opened, revealing the office, a scene that now seemed foreign and hostile. He felt a wave of nausea wash over him. He made his way to his desk, but didn’t even bother to sit down. He couldn’t.

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