David leaned against the doorway of the nursery, watching his brother, Mark, read a bedtime story to his daughter, Olivia. The story was interrupted by a drawing of a creature with antlers and a coat of sharp green spines. His heart pounded in his chest. It was the "Guardian," the protector he had created during a time he couldn't recall.

He felt the familiar thrum of anxiety. He could tell Mark to stop. He needed to leave. He knew, with a certainty that chilled him, that he was the only person who knew what the picture meant.

He made a quick excuse and left the house, the night air unable to cool the flush of heat on his face. He walked for a long time, the shadows of the trees twisting and turning, mirroring the turmoil within him.

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