He'd found it stuffed inside a worn leather briefcase. A draft resignation letter from his father, to a construction company he had been associated with for only a few years. It was dated a decade before he’d met his mother.

A wave of nausea washed over him. The language, the tone, was utterly unlike the man he knew. His father had always been a rock, a steady force in his life. He felt the world tilt on its axis.

He slammed the briefcase shut, the sound echoing in the empty house. He grabbed his keys and bolted out the door, needing to get away, to escape the suffocating weight of this new information. He needed the open road, the wind in his hair, to clear his head.

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