The antique clock, his clock, ticked with an almost malevolent precision in the quiet room. He ran a hand through his hair, the strands catching on his calloused fingers, a familiar texture that normally soothed him. Now, it only served to amplify the unease that had settled in his stomach. His son, Leo, had practically inhaled the clock, dismantling it with the same fervor he once reserved for his own collection of vintage trains. He'd even started speaking in the peculiar, stilted jargon he’d meticulously cultivated over years of collecting. "The escapement, Dad, the *escapement*! It's… faulty." Leo, at fourteen, regarded him with a gaze that held not just knowledge, but a possessiveness that made his chest feel tight.

He'd spent decades curating this hobby. Now, it was… different.

He abruptly stood, the chair scraping against the floor. He needed air. He needed to be anywhere but here, watching his boy devour his passion, piece by meticulous piece.

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