He stared at the small, framed copy of the magazine on his desk, the words "by Eleanor Vance" a cruel stab. John felt the bile rise in his throat. He had submitted the piece months ago, and received a standard rejection. Now, here it was, lauded as a groundbreaking piece. He could not stop the tremors that started in his hands and spread throughout his body.

He took a deep breath, trying to regain some composure. The air in his office suddenly felt thick and stale. He opened the window, desperate for a breath of fresh air. The sounds of the city outside seemed to mock his situation.

He started pacing, the small space of his office making him feel claustrophobic. Each step was quick, almost frantic. He ran a hand through his hair, the gesture a futile attempt to calm himself. He needed to *do* something.

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