The phone vibrated insistently in Maya’s hand. Liam. Her heart did a strange flip-flop in her chest. They'd been sharing playlists and late-night talks for over a year, and now, he was on her friend's Instagram story – at the same concert, just a few feet away.

She felt a dizzying sensation, like the world was spinning. She should probably text him. It was the sensible thing to do. Her phone was clutched in a white-knuckled grip.

She decided to ignore it, to pretend this wasn't happening. Burying her face in her hands, Maya let out a shaky breath, whispering, "This can't be real."

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