The attic air hung thick and dusty, catching in Leo’s throat. He coughed, a dry, hacking sound that echoed in the confined space. His fingers, suddenly clumsy, fumbled with the cardboard boxes his mother had labeled “Memories.” Inside, a trove of his past unfolded: paint-splattered finger paintings, spelling tests marked with red pen, book reports detailing his childhood obsessions. His chest tightened. He sat back on his heels, a wave of disorientation washing over him. He felt strangely exposed.

He ran a hand through his hair, leaving it standing on end. He couldn't shake the unsettling feeling of being watched, even though he was alone amidst the forgotten relics. He felt like a stranger looking at himself.

He reached for a particularly gruesome drawing of a T-Rex. He remembered doing that one, his mother had been so proud. He hadn't thought about it in decades. A low groan escaped his lips.

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