He stared at the email on his phone, the screen reflecting his own drawn features. Condo conversion. He pinched the bridge of his nose, a dull ache beginning to throb behind his eyes. The lease was up in six months.

He walked over to the window, gazing at the city skyline. It felt vast and indifferent, a concrete jungle he was now vulnerable in. He rubbed his hands together, trying to find some warmth, but the chill that had settled in his bones wouldn't relent.

His gut twisted as he pictured the scramble for new apartments, the inflated prices, the desperate searching. The familiar comfort of his routine, the short walk to work, the neighborhood coffee shop – all threatened. He felt a sudden, profound sense of unease.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228