Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Leo. He'd seen her, Lily, across the crowded room, her laughter echoing like a lost melody. He'd approached, heart hammering against his ribs, only to be met with a polite, vacant smile. "I'm sorry," she'd said, brow furrowed in a moment of confusion, "I don't think we've met." He'd stammered something about it being a long time. She'd nodded, said something about enjoying the rain, and turned away. Now, staring into his cold latte, the world felt tilted. He squeezed his eyes shut, as if that could somehow rewind the encounter and conjure the shared secrets of treehouses and scraped knees.

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