The flickering fluorescent lights of the lab seemed to amplify the hammering in Elias's chest. He stared at the email, the subject line a malevolent grin: "Identical Project Proposal." His fingers, normally deft at the keyboard, fumbled as he clicked open the attachment. A wave of nausea rolled through him, a cold wash over his skin.

He'd poured years into this research, every late night fueled by lukewarm coffee and the belief he was on the precipice of something groundbreaking. Now this. He felt a profound sense of… displacement, a hollowness echoing in his skull.

He ran a hand through his hair, tugging at the strands. The words on the other proposal blurred. The same methodology. The same objectives. The same, goddamn, conclusions. He needed air. He rose from his chair, knocking it over in his haste.

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