"So, this is it," said Maya, her voice flat, as she surveyed the house. Her brother, Ethan, didn’t answer. She knew he was like this. The inherited home felt heavy, a physical weight she carried on her shoulders. Her hands were clammy, and she found herself biting the inside of her cheek.

The air hung thick with the scent of old wood and something else, something she couldn’t quite place, but that caused a strange prickling on her skin. She glanced at the overgrown garden, a tangled mess mirroring the turmoil inside her. The thought of all the decisions they had to make, all the things they had to go through, was overwhelming. She wanted to disappear.

“Let’s just get this over with,” she said, her voice barely a whisper.

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