The flickering neon sign of the bar across the street seemed to mock Amelia. She watched it from her apartment window, the rhythmic pulse of the light mirroring the erratic thumping in her chest. She’d always admired Liam's "high-pressure" consulting job; the late nights, the important clients, the constant travel. Now, she knew the truth. He worked at the local library, shelving books.

Amelia’s fingers tightened around the lukewarm mug of tea, the ceramic biting into her skin. She should have suspected something. The expensive suits, the boastful stories – they never quite added up. She had built him up in her mind, and now, it felt like someone had kicked the pedestal out from under her. Her stomach lurched, a sensation akin to freefalling.

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