The email arrived like a sudden storm. From Kevin, the kid who had made his life miserable in junior high. The request sat there, a tiny, digital bomb. Daniel found himself unable to focus on his work. The spreadsheet in front of him blurred, the numbers swimming before his eyes.

He pushed away from his desk. He headed to the window, staring at the cityscape outside. He felt a deep, gnawing unease.

He felt a sudden, inexplicable urge to clean, to scrub away the lingering residue of that painful period of his life. He began to organize his desk, a feverish, almost frantic activity, trying to impose order on the chaos brewing inside.

He picked up the phone and started calling around, wanting to hear other people's voices to ground him again.

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