The young woman stared at the wallet in her hands. She kept running her thumb across the embossed initials – J.M. She’d found it near the fountain in the park, overflowing with a thick stack of hundred-dollar bills. A sense of wrongness settled deep in her bones.

Her breath hitched. She imagined the owner, the person this money belonged to. A picture formed in her mind of someone wealthy, maybe important. Guilt, a bitter taste, filled her mouth. She couldn't shake the feeling of being watched, of being exposed.

She felt like she was trapped in a play she didn't want to be a part of. The crisp bills crackled as she picked one up, her hand shaking.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290