The bus lurched to a halt, and Emily almost lost her balance. She gripped the overhead railing, her knuckles white. There he was, at the bus stop she always passed. Her online pen pal, Daniel, leaning against the bus shelter, scrolling through his phone.

She ducked down below the window, as though he might see her through it. Her breath caught in her throat.

She pressed her forehead against the cool glass, eyes closed. A sense of unease washed over her, making her feel as though she were suspended between two worlds. The whole scene felt completely surreal.

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