He saw the glare from across the fence. The slammed window. The quiet afterward. The complaint, delivered in actions. Michael sat down heavily on the porch swing.

His shoulders slumped. The music hadn't been that loud, had it? The music was his life. Now it felt wrong, a source of conflict. The swing creaked rhythmically, a mocking sound.

He stared at his hands, feeling numb. The sunny afternoon had suddenly become dull, gray. He rubbed his eyes, trying to clear his head. He had to stop.

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