The lilies were almost overwhelmingly fragrant, a sweet, cloying scent that made her head ache. He felt like he was suffocating. He’d spent the morning staring at the television, the screen providing no escape. They were a symbol of something unknown.

He wanted to throw them away, but something kept him rooted in place. He ran a hand across his forehead, and felt a cold sweat. He felt as though the walls were closing in, the silence of the apartment suffocating him. He was losing control.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236