The new house felt like a physical manifestation of her own anxieties - sprawling, labyrinthine, and filled with unseen dangers. She'd hoped the move would alleviate the constant worry, the relentless churning of her mind. Instead, it had intensified, amplified by the unfamiliar surroundings.

She'd been avoiding the basement, the darkness there mirroring the shadows in her thoughts. But a persistent sense of unease had driven her down the stairs. Behind a stack of old paint cans, the wall felt different, colder to the touch. With a click, a panel swung inward.

The room was small, sparsely furnished, and illuminated by a single, flickering fluorescent light. In the centre, a large, locked chest. A key, glinting dully, sat on a small table nearby. Her hands trembled as she reached for 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