The news of the patent rejection crashed over Robert like a tidal wave. He stared at the email, the words jumping off the screen, mocking him with their cold, clinical precision. His throat constricted, making it difficult to breathe. He felt a wave of nausea wash over him.

He went to the bathroom, and splashed cold water on his face. He stared at his reflection, a stranger staring back. His eyes were wide, vacant. He ran his hands through his hair. He needed to be alone.

He sat in the dark for hours, unable to move. Every sound, every shadow, amplified the sensation of being trapped, of being utterly defeated. The air around him was still, heavy, and stagnant. His heart throbbed.

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