He stared at the email, the stark black text mocking him. Daniel found himself unable to breathe properly. A tightness constricted his chest, and he felt a cold sweat prickle his skin. He pushed away from his desk, the chair scraping loudly against the floor.

He needed to get out. He grabbed his jacket, fumbling with the zipper. The office, usually a place of familiarity, now felt like a cage. He rushed down the hallway, not acknowledging anyone, not even offering a glance.

He needed fresh air, to escape the suffocating feeling that had consumed him. The announcement had ripped away the ground beneath his feet, and he was falling, falling.

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