The flickering fluorescent lights of the office seemed to mock Maya’s churning stomach. She stared at the email, the stark black text a judgment on her career. *Strategic Acquisition Announced*. The company, her company, was being sold. She ran a hand through her hair, the strands tangling around her fingers. It was a reflex, a nervous habit she’d picked up over the years.

She felt a hollowness bloom in her chest, a void where a sense of security used to be. The rhythmic tapping of a keyboard in the next cubicle grated on her nerves. The air conditioning hummed, a monotonous drone that amplified the silence inside her head. She leaned back in her chair, the leather creaking in protest.

"Well, this is just great," she muttered under her breath, the words barely audible. She glanced at the clock on her computer. It was only 9:17 AM. A whole day of this awaited her.

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