"I need a moment," I said, my voice tight. Dr. Ramirez was gone. My world had fractured. How would I finish the project? How would I navigate the next two years? I felt a sickening lurch in my stomach.

I excused myself from the meeting and fled the room, heading toward the nearest bathroom. Leaning against the cold tile wall, I closed my eyes, fighting back tears. The thought of starting over with someone new felt daunting, a mountain I didn’t know how to climb.

Back in my dorm room, I sat, paralyzed, on my bed. The textbooks, once a source of comfort, now seemed to mock me. Sunlight streamed through the window, but the room felt cold, the air heavy with a sense of foreboding.

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