The afternoon sun beat down on David. He felt a throbbing ache behind his temples. He was just looking for a new garden gnome. Then, he saw it. Placed on a chipped garden bench, was his childhood companion.

His chest tightened. He suddenly found it difficult to breathe. The air in his lungs felt thin, insufficient. He felt a strong desire to run, to flee this place.

He paid the man behind the table, his words clipped and rushed. He walked quickly back to his car, never once looking back. He needed space, time. He pressed his face against the steering wheel, trying to regain control.

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