"No, no, no," she muttered to herself, staring at the phone. Her fingers, usually steady, fumbled as she tried to call her best friend. The message tone was cold and repetitive. She replayed the conversation in her head. She had meticulously organized every single detail, and now, nothing. The colorful balloons she'd painstakingly inflated now seemed to droop. The realization settled over her like a heavy cloak, stifling and oppressive. She felt a sudden urge to pace, to do something, anything, to dissipate the building tension.

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