He slammed the front door, the sound swallowed by the cavernous house. The divorce papers felt heavy in his pocket, a constant, physical reminder of the mess he'd made. He'd been aimlessly wandering from room to room, seeking… something. Perhaps an answer. Perhaps just a distraction from the hollowness that clung to him like a second skin.

He'd bought the house cheap, the realtor claiming it was 'charming, with potential'. He'd missed the warning signs—the cracks in the plaster, the unnaturally cold drafts. Now, he found himself drawn to the library, a room he’d barely touched since the move. As he ran his hand along the bookshelf, something shifted. A hidden latch.

The secret room was small, lit by a single, dusty window. A single, antique desk sat in the center, and on it, a leather-bound journal. He sat, the chair feeling like a prison, and he slowly, carefully, opened it.

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