The coffee shop was suddenly suffocating. Liam felt claustrophobic. The gallery's opening night had been a disaster. He’d seen the flyer, recognized the work, and his world had tilted on its axis. He felt a deep, throbbing ache in his temples, a pressure that wouldn't subside.

He'd spent months working on that project. Years. It was his everything. And now... he clenched his jaw. He wished he could go back to the moment he made the painting and burn it.

He pushed his half-eaten croissant away, suddenly without appetite. The joy was gone, replaced by a hollow emptiness. He felt a strange sort of helplessness, as if he were suspended, unable to touch down to solid ground.

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