The harsh fluorescent lights of the storage unit cast long, unsettling shadows. Ethan, hunched over the list, felt a knot tighten in his stomach. His father, a man of structure and control, had dreamed of “Writing a novel.” “Traveling the world.”

He felt the prickle of sweat on his forehead. He ran a hand through his hair, a nervous gesture he'd adopted from his dad. He was scheduled to meet with the lawyer, to sort through the paperwork. The pressure was mounting.

He sat, unable to move, trapped by the sudden, overwhelming sense of responsibility. The list, a testament to his father’s unmet ambitions, had become a heavy weight, a burden he wasn’t sure he could carry. The unit felt like a tomb, and he was trapped inside.

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