The phone felt heavy in Daniel's hand, the receiver practically vibrating. He'd dialed the number out of sheer desperation, seeking help for his crippling insomnia. Then, the receptionist had mentioned the therapist's name: "Mr. Trevor Barnes." He almost dropped the phone. Trevor. The bully from high school. The one who had humiliated him, every day, relentlessly.

He felt a strange, cold pressure building in his chest, a sensation that made him want to bolt. His hand moved to hang up, but he stopped. The need for sleep was a relentless monster. He took a deep breath, the air tasting thin and metallic. He had to face him. He had no other choice.

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