He stared at the blank screen, the cursor blinking tauntingly. Mark, usually a prolific writer, found himself paralyzed. He'd just wrapped up a phone call with his ex-wife, Lisa. They were talking about the birth of their child, a memory they both should cherish.

Lisa had described the experience as a moment of pure joy and boundless love. Mark was hit with a strange, numb sensation. His memory held a complex web of exhaustion and anxiety. The immense pressure. The overwhelming responsibility. The distance between them was now vast. He closed his laptop with a snap, feeling the weight of the conflicting accounts settle heavily on his shoulders, crushing him.

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