The package was addressed to "Jules," and the only thing she knew about Jules was that theyโ€™d left in a hurry, owing months of rent. She'd been too busy unpacking to check the door earlier. It sat on the counter, a stark rectangle against the linoleum.

She found herself checking the locks on the doors and windows. Again. And again. The wind whistled outside, rattling the loose pane in the living room window. She turned the radio on, the sound of static filling the apartment, and fiddled with the volume until it was nearly silent.

Her stomach felt knotted, like a fist had clenched inside. She felt a compulsion to open the box. She grabbed a knife from the drawer, her hands slick with sweat, the blade glinting ominously in the dim light.

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
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228