The email arrived during his lunch break, a digital intrusion into his carefully constructed routine. It was from Brenda, and her name alone was enough to make his appetite disappear. He hadn’t heard from her since high school. She'd been a master of manipulation and had always known exactly what buttons to push.

He pushed his plate away, suddenly unable to eat. His hands trembled as he closed the laptop, the screen reflecting his own distorted image. The office, usually a haven, felt suffocating. He needed to leave, to get away from the memory of her, but his feet felt rooted to the floor.

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