He found himself staring at the ceiling, unable to move. A knot had formed in his stomach, a tight, unrelenting pressure. The doctor's words echoed in his ears โ€“ โ€œThe records are mismatched.โ€ He tried to sit up, but his muscles seemed to have forgotten how.

He was supposed to be preparing for a presentation. The notes lay scattered on his desk, but his mind refused to focus. Each thought fractured, scattering into fragments. He ran a hand through his hair, tugging at the strands.

He tried to call his wife, his fingers clumsy on the phone. His voice, when he finally spoke, was a strained whisper. It was the same voice he used when he was in the dentist's chair. He didnโ€™t want to go to the dentist.

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
๐Ÿ˜ž0.258
๋‹ค์‹œ0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290