Rain lashed against the window of the pub. Elias hunched further into the corner booth, the dim light doing little to dispel the shadows clinging to him. He’d come seeking solace in the bottom of a pint, but the music, a familiar, heartbreaking melody, had stopped him cold. It was *his* song, the one he'd poured his soul into, now being butchered by a boisterous cover band. He felt a clenching in his stomach, a physical manifestation of the unease that had been his constant companion lately. He slammed his fist on the table, the abrupt noise a release he hadn't known he needed.

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