The weight of the email settled on Arthur's shoulders like a lead blanket. He sat motionless, staring at the screen, the words refusing to make sense. He felt a sudden, sharp ache in his chest, a sensation he couldn’t name.

He leaned forward, placing his elbows on the desk, his head in his hands. He took deep breaths, trying to steady his heart. The office, once a place of familiarity, now felt alien, the other employees just objects.

His carefully constructed world seemed to dissolve before his eyes. The implications were too much. His stomach twisted. He slowly rose, feeling unmoored, and began to drift towards the exit, unsure where he was going.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290