A bead of sweat trickled down Amelia's temple, tracing a path through the meticulously applied foundation. The notification blinked on her screen: a friend request. From Brad, the boy who'd once stolen her favorite sparkly pencil case and filled it with dirt. Her stomach clenched. She hadn't thought about him in years, not actively, but the echoes of his taunts still lingered, a phantom weight in the quiet corners of her mind.

She closed her laptop with a snap. The sudden darkness of her apartment felt oppressive. She needed air, a walk, anything to break the feeling that she was suffocating.

She wandered aimlessly through the park, hands jammed deep in her pockets. Every rustle of leaves, every laugh of children, felt amplified, grating against her frayed nerves. The request hung in the air, an invisible tether pulling her back to the digital world. The breeze felt cold and unforgiving against her skin.

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