He had barely slept in three days, the caffeine finally wearing off. The flowers sat on the kitchen table, a bright, unwelcome intrusion. He was late for work, but he couldn't bring himself to leave. He just kept picking at a scab on his thumb, the sting barely registering. He hadn't bothered to shave, and his reflection in the window showed a hollow-eyed stranger.

The flowers were a jumble of yellows and oranges, a cheerful assault on his current mood. He ran a hand through his already messy hair. He needed to understand. Someone had sent them. He had to know why. Every rustle of leaves outside his window set him on edge.

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