The vibrant colors of the lab seemed to dim for Ben. He sat frozen, unable to look away from the rival project, the mirror image of his own. His stomach churned. He felt as though the very ground beneath him had shifted.

He had always felt a sense of ownership over his ideas, a protective instinct. Now, someone had… stolen them? Or, worse, somehow independently generated them. He could scarcely breathe. The air felt thick, difficult to draw into his lungs.

He slammed his fist on the desk. This shouldn’t be happening. It wasn’t right. He felt this profound sense of… being misplaced. He stood and began to pace the room.

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