He stared at the document, the legal jargon blurring before his eyes. The notification was blunt, a matter-of-fact statement that belied the monumental impact it was having. Charles felt like he was drowning. A half-sister. The words repeated in his head, a constant, unwanted refrain.

He threw the document across the room, the paper hitting the wall and sliding down. He felt a surge of anger, directed at his father, at fate, at the universe that had conspired to upend his life. His chest felt constricted, as if something was pressing against him. His apartment, once a haven of order and control, now felt like a prison.

He ran a hand through his hair, a gesture of desperation. He felt the need to escape, to run, to disappear. He needed to be away from the suffocating implications of this revelation.

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