The email arrived, a digital spear aimed at the quiet sanctuary he had built. It was from Chloe, a girl who'd been cruel to him throughout grade school. He stared at the screen, the cheerful design of the email program mocking his distress. He could feel his heart hammering.

He stood up abruptly, knocking his chair backward. The room seemed to tilt. He needed air, to move, to do anything to distract himself from the unwelcome memory. He walked towards the window, staring blankly out at the world. He felt as though the past had reached out to snatch him back.

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