He didn’t know why he’d come. Curiosity? Sentimentality? Whatever the reason, he was here, standing across the street as the wrecking ball swung. His stomach lurched with each impact, a physical manifestation of the memories being crushed. The wood splintered and shattered. The walls caved in.

He'd tried to prepare himself. He'd told himself it was just a building, that it was silly to feel anything. But as the roof collapsed, a sob escaped his lips. He turned away, unable to watch any longer. The ground seemed to tilt beneath his feet. He had to lean against a tree to steady himself.

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