The clatter of the keys as she unlocked the door was louder than usual. The letter lay on the small table by the entry. Her breathing grew shallow as she picked it up, her fingers fumbling with the envelope.

She sank into the armchair, the worn fabric doing little to soothe the tension building in her shoulders. Her gaze drifted around, cataloging the small imperfections of her home. The peeling paint. The water stain on the ceiling. Every imperfection suddenly felt precious.

She had always intended to fix the place up, but now, the motivation had vanished. She felt a profound lack of energy. The future stretched before her, a confusing landscape she wasn’t certain how to navigate.

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