The email notification pinged, a shrill sound in the quiet office. Michael stared at the subject line: “Regarding our History Project.” From Emily Carter. Twenty-five years. He had avoided her like the plague since high school. He felt a prickly sensation crawl up his neck.

He considered deleting it, ignoring it. But curiosity, and something else he couldn't name, gnawed at him. He clicked open the message. Emily's words flowed from the screen. She was sorry, deeply sorry, for the way she'd sabotaged his project, for the blame she'd unfairly placed on him.

He slammed his laptop shut, the sound echoing in the empty office. He found himself pacing. The floor felt unsteady beneath his feet. He felt a phantom pain in his gut. He thought he should run.

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