The office air conditioning hummed, a monotonous drone that did little to ease the cold sweat gathering on David's palms. He sat hunched over his desk, staring blankly at the spreadsheets before him. He'd just finished a phone call with Mark, his old college roommate. They’d been reminiscing about their internship at the tech company, a defining experience in their lives.

Mark's version of events painted a picture of mentorship, mutual respect, and professional success. David felt a wave of nausea wash over him. He remembered the constant pressure, the feeling of inadequacy, the subtle undermining. The disparity between their perspectives was jarring, as if they had lived on different planets. His heart hammered in his chest, a frantic drumbeat against the silence.

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