The news came through a lawyer, impersonal and detached. Evelyn, however, felt a wave of nausea, a sudden and powerful physical reaction to the information. A half-sister. She stared at the expensive artwork on her office wall.

She stood abruptly, needing air. She walked to the window, gazing out at the city below. The usual comforting view of skyscrapers and traffic now felt foreign and menacing.

She felt a compulsion to move, to do something, anything to distract herself from the unwelcome information. She grabbed her keys and headed for the door, the click of the lock echoing the unsettling crack in her carefully constructed world.

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