"Welcome to the team!" The words echoed in her ears, hollow and meaningless. Jessica, transferred from the research department, felt a strange detachment, as if she were observing her own actions from afar. Her hands were ice-cold.

She fiddled with the pen on her desk, clicking it open and closed repeatedly. The constant buzzing of the office, the friendly banter of her new colleagues, filled her with a sense of dread. She felt a deep sense of wrongness, as though she were wearing the wrong clothes, playing the wrong role.

She took a shaky breath, trying to dispel the feeling of panic that threatened to overwhelm her. The transfer had felt like a betrayal. She couldn't understand why they'd moved 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