The constant hum of the television in the background grated on her nerves. She slammed the door to her room, the sound echoing in the silent house. It was a gesture of defiance, or maybe just self-destruction.

She buried her face in her pillow, the fabric absorbing her silent sobs. The world felt overwhelming, too bright, too loud. She just wanted to disappear.

She'd promised herself she would be strong. But the façade was crumbling. The cracks were starting to show, exposing the emptiness within.

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