The office seemed to hum with a low, underlying tension. Michael avoided making eye contact with anyone. He could feel the eyes of his colleagues on him; the gentle murmurs of conversation seemed to swirl around him, creating a vortex of anxiety. He needed a distraction.

He reached for a pen, clicking it repeatedly. The rhythmic snapping noise was the only thing grounding him. He found himself staring at the phone, wondering if he should call his friend. He didn't know what he wanted to say.

He ran a hand through his hair, the gesture compulsive. He could feel the blood pounding in his temples.

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