β€œNext up, our final act, ladies and gentlemen,” the MC boomed, his voice echoing through the festival grounds. Sarah knew what was coming. Her song. The song she had written when she felt so desperately alone. The air grew thick, the summer heat pressing down on her. The guitar chords began, familiar, yet distorted. It was like watching a memory being desecrated, like a wound being reopened. She instinctively clutched at the strap of her guitar, a physical anchor in the rising storm of unease.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236