He slammed the door, the sound echoing in the sudden quiet of his apartment. His hands, still stained with ink from the late-night crossword, trembled. Another escape. Another frantic dash to retrieve it before it could... before it could what? The question hung in the air, unanswered, a phantom pressure in his chest.

He ran a hand through his hair, mussing it further. The dog's playful bark, usually a welcome sound, now felt like a taunt. He checked the lock on the door, then checked it again.

He needed a cigarette. He hadn't smoked in months, but the craving clawed at him, a desperate plea for something to ground him. He didn’t dare go out.

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