He slammed his fist on the table, scattering the half-eaten pizza. Liam glared at the drawing, propped up against the salt shaker. It was a crude sketch, but unmistakably the same tall, lanky figure he had conjured in his youth. The figure had always been a shadow, named "The Shifter." His niece, Maya, insisted the figure was her best friend.

"Maya, honey," he said, his voice strained, "where did you learn to draw this?" She just shrugged, her attention already diverted to a cartoon playing on the television. He felt the weight in his chest, a familiar pressure. It had been years since he'd thought of the Shifter, let alone felt it. He remembered the feeling of being watched, the constant need to please the silent form.

He retreated to the back porch, needing air. The evening breeze did little to cool the heat that was climbing up his neck. He felt exposed, vulnerable. The Shifter, once a friend, now felt like a secret he could no longer bury.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236