"No, no, no," whispered Chloe, her voice barely audible. Her eyes darted back and forth between the offending text and the name on the screen. She had inadvertently sent a highly critical work email, intended for her closest colleague, to her demanding, and potentially firing-her, boss. The message had been full of sarcasm and a clear lack of respect.

Her palms began to sweat. A knot formed in her stomach, making her feel nauseous. She imagined the aftermath – the reprimand, the potential termination, the awkwardness in the office. This was a career killer. She felt a dizzying pressure in her head, as if her skull was about to crack.

She considered turning off her phone, burying it. Maybe, just maybe, he wouldn’t see it. But that was childish, she knew. She had to find a way to fix this, to salvage the situation. But where to even begin? The thought paralyzed her.

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