The silence in the art studio was deafening. Amelia picked up a brush, then slammed it down on the table, splattering paint across the canvas. Mr. Sterling, her mentor, had simply vanished, leaving behind only a note taped to his easel: "Moving on." Her mind raced, replaying their final conversation, searching for clues, for any hint of his impending departure. She felt a persistent tightness in her throat, a physical manifestation of the turmoil churning within her. The bright colors of the studio suddenly seemed garish, the space suffocating.

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