He couldn’t focus. The spreadsheet on his computer screen blurred, the numbers swimming before his eyes. The phone call from Daniel, the news of his impending relocation, had fractured his concentration, making him feel like he was wading through thick, viscous liquid.

He swiveled in his chair, staring out the window at the cityscape. The buildings seemed to loom, casting long, unsettling shadows. He felt a growing agitation, an unrest in his chest that throbbed with a low, persistent hum.

He slammed his hands on his desk, making his colleagues jump. He stood up, pacing back and forth in his small office. He needed to get away, to escape the suffocating feeling. He had to breathe.

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