The cold wind whipped around the building, mirroring the chill that had settled in Elena’s bones. She stood outside the clinic, the paper in her hand crinkling in her grasp. Each gust of wind felt like a physical blow. She wrapped her arms around herself, trying to ward off the cold and the mounting sense of dread.

The diagnosis – a sentence. Her life suddenly felt fragile, uncertain. The ground had shifted beneath her feet, leaving her unmoored.

She saw another person standing nearby. He seemed to be feeling a similar kind of turmoil. He looked up, their eyes met, and they shared a moment of mutual recognition.

"I…" he began, but then paused, searching for words. "I think we both know why we are here, don't we?"

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