The email sat in the inbox, mocking him. It detailed the discovery of a family he never knew he had. Michael slammed his laptop shut, the metallic click reverberating through his quiet apartment. His heart hammered against his ribs.

He stalked to the window, staring out at the vibrant city below. All the people, the cars, the noise - all suddenly felt overwhelming, alien. A wave of nausea rolled over him. He felt disconnected, adrift in a sea of confusion.

He picked up his phone, then quickly put it down. He couldn't call anyone. He couldn't speak. He just needed…space. To breathe. To understand. But the how eluded him.

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