The air hung thick with the aroma of freshly baked bread, but it offered no comfort to Thomas. He watched, with detached disbelief, as Alex laughed at a joke from his companion, the sound echoing through the bustling bakery. He felt numb.

He’d recognized Alex immediately, even after all this time. He still remembered the way Alex used to always try and get extra sprinkles. He felt a dull ache behind his eyes, a sensation that intensified with each passing moment. He took a deep breath, trying to steady himself, but found that his lungs could barely expand.

He'd constructed a whole fantasy around this reunion. The stories they would share, the past they would rekindle. Now, he was just a stranger in a crowded room, invisible. He felt an overwhelming urge to run, to escape the crushing weight of his disappointment.

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