He re-read the notice. It was brief, impersonal, and devastating. His mentor, the man who had taught him everything he knew about the craft, was gone. The world seemed to tilt. He felt a sudden, inexplicable heat flush his face.

He slammed his fist on the table, the sharp impact startling him. He sat in his chair, staring out the window, his mind racing. He had so many questions, so much he wanted to say. Now, there was no one to answer. He felt a crushing weight on his chest, a sensation of being trapped.

He ran his hands through his hair, tugging at the strands. He paced the small apartment, a frantic energy coursing through him. He felt as if he were losing his mind. He grabbed his coat, not knowing where he was going, only that he had to move.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290