The discovery left Iris speechless. She stared at the website, at the image of *her* invention, proudly displayed with a different name, a different company. Her heart pounded in her chest, a frantic drumbeat against her ribs. She couldn't breathe.

She stumbled to the living room and collapsed on the sofa. She picked up the remote, clicked the television on, and flipped through channels, searching for something, anything to distract her. The images flickered past, meaningless and empty.

She felt a hollowness inside her, a vast, echoing emptiness. Her hands trembled. Her phone rang, the sound jarring and unwelcome. She didn't answer it. The world had tilted on its axis, and she was falling.

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