The weight in Daniel's chest felt crushing. He had sent a very blunt and unflattering text to his boss, meant for his friend. He could imagine the fury on his boss’s face and the repercussions that would follow. He felt the blood drain from his face.

He took a deep breath, trying to calm the rapid beating of his heart. The walls of his apartment seemed to close in around him, the silence amplifying the turmoil within. He grabbed his keys and ran out the door, needing to escape the suffocating atmosphere of his own home. He began to walk, aimlessly, anywhere.

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