The elevator doors opened onto the lobby, revealing a throng of people in expensive suits. They weren't from around here, and it filled Daniel with a hollow ache. He pulled his jacket tighter around him, avoiding their gaze.

He had worked hard to create a life here, this building had been his home for 10 years. Now the city's relentless pursuit of "progress" was about to sweep him away. He went to his apartment, the familiar smell of his cooking comforting him.

He was suddenly exhausted, every muscle aching. He felt a heavy weight pressing down on him, and he sank into his chair, the world feeling completely unfamiliar.

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