The air hostess delivered the unwelcome news, her face betraying no emotion. "Delayed." The words echoed in Daniel’s ears, each syllable a hammer against his skull. The concert, the one he'd planned with his best friend for months, the one that was supposed to finally bring them both joy, was happening right now.

He felt a sudden surge of heat, a flush rising on his neck. He wanted to shout. He imagined his friend, standing in the crowd, waiting for him, the shared excitement now replaced by disappointment. He ran a hand through his hair, a gesture of desperation.

He started texting, but the signal failed. The phone in his hand felt heavy. He felt a pressure in his chest, making it hard to breathe. He stared at the departure board, feeling utterly alone.

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