The coffee shop buzzed with a Saturday morning energy, but for Daniel, the atmosphere was thick with a different kind of pressure. He'd come to escape the relentless gnawing anxiety, the feeling of being wound too tight, but the song, *his* song, was playing on the shop's speakers. A young woman, voice clear and strong, delivered the words with a confidence Daniel lacked, a life he desperately craved. He could feel the heat creeping up his neck, a flush of awkwardness and... something else. He got up abruptly, mumbling an apology for bumping into a table as he made for the door.

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