A cold sweat slicked down Arthur’s back as he read the rejection email. It was curt, impersonal, and devastating. He slumped in his chair, the office around him suddenly oppressive. He’d poured his soul, his savings, everything into this. It had to work.

He reread the offending paragraph, his fingers trembling as he highlighted the words: "previously patented technology." His vision blurred. He felt a throbbing ache behind his eyes. He got up from his chair, pushed it against the wall, then ran his hand along the wall.

He grabbed his coat and keys, then walked out of the office. He needed air, needed to be anywhere but there. The afternoon sun was blinding. The sounds of the city, the horns and the shouts, grated on his nerves, like nails on a chalkboard. He kept walking, the buildings blurring in his periphery.

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