The relentless din of the school cafeteria grated on Mr. Davies’ nerves. He felt a constant low-level irritation, a feeling that intensified with each boisterous laugh and slamming tray. The recent diagnosis of his mother's illness weighed heavily on him, casting a pall over everything. His appetite had disappeared. He poked at his lunch, feeling the food turn to lead in his stomach.

A young man, face familiar but name forgotten, approached his table. He held out a meticulously crafted origami crane. "Mr. Davies? Remember me? From your history class. I thought you might… need this."

The delicate paper, the intricate folds, stood in stark contrast to the rough, harsh world he felt trapped in. He ran his thumb over the paper; it felt impossibly fragile.

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