It was a slow burn, the creeping anxiety. First, Mr. Davies, her art teacher, liked a post. Then, he started viewing her stories. Now, he was actually following her. She felt like a character in her own unsettling play.

She walked the school halls, but they seemed to grow longer and narrower. She felt exposed, as though everyone could see her thoughts. The world seemed to have changed colors, the bright hues now muted.

The art room, usually a sanctuary of creativity, now seemed tainted, as if every brushstroke and sculpted form were subject to scrutiny. She slumped against her locker, the cold metal offering no solace.

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