The weight of the world pressed down on her. The silence in the elevator was deafening. After the interview, Maya had to ride with her interviewer down to the lobby. She kept her eyes glued to the numbers as they ticked down, the brief ride feeling like an eternity.

When the doors finally opened, she practically bolted. She needed to get away. The cool air outside offered a slight respite.

She took a long, unsteadying breath, her legs suddenly wobbly. She found herself leaning against the building.

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