“Are you sure?” His voice was thin, a mere thread of sound. He could feel the blood drain from his face as he stared at the doctor. The doctor’s words were kind, but their meaning felt sharp and cutting.

He needed to get outside. He felt trapped. The air in the room seemed thin. The fluorescent lights overhead buzzed, a high-pitched whine that amplified his unease.

He pushed himself out of the chair, his legs shaky. He fumbled with the door handle, then, finally, escaped into the hallway, the sterile air of the clinic replaced by the brisk autumn air.

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