The takeout container felt heavy in Leo's hands, heavier than the usual Friday night burden. He clutched it like a lifeline, the smell of garlic and basil doing little to soothe the knot tightening in his stomach. He kicked a loose pebble across the cracked pavement, the sound echoing in the sudden quiet of the street. He’d walked the familiar route, anticipation bubbling, only to see the stark white sign: “Closed Permanently.” His breath hitched.

He unlocked his apartment door, the click sounding unusually loud in the stillness. He usually rushed in, eager to devour the comforting lasagna. Tonight, he set the container on the counter, unopened, and leaned against the cold tiles, staring at the ceiling. The apartment felt smaller, the familiar objects now imbued with a strange, unwelcome significance.

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