“Congratulations, Elena!” Her boss clapped her on the back. Elena forced a laugh that sounded more like a choked sob. The news hit her like a punch to the gut. She’d been reassigned to a different office location, a move she hadn’t asked for.

Her apartment felt so far away. The thought of relocating, of leaving her friends and her routines, sent a tremor through her. She felt a profound sense of… disquiet. She wanted to remain where she was.

She spent the afternoon packing her things, the familiar objects of her life now symbols of a life she was leaving behind. The empty boxes seemed to mock her. The familiar ache started behind her eyes.

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