The clicking of the keyboard echoed in the small office, each keystroke a sharp punctuation mark on the silence. I watched as Thomas, my replacement, expertly navigated the software, his movements smooth and confident. I, on the other hand, felt clumsy, awkward. My hands trembled slightly.

The coffee I'd made earlier had gone cold in my mug. I stared at it, the bitter liquid mirroring the taste in my mouth. I kept my gaze down, trying to appear engaged. My mind was reeling, a whirlwind of memories, of late nights, of successes, of failures. All the experiences that culminated in this moment, and that were now being passed on to someone else.

“So, that's the basics of the reporting system," I said, my voice sounding distant and hollow. I felt a pang, a sharp, sudden pain that shot through me.

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