"I'm going for a run," Leo announced, grabbing his keys. The words hung in the air, hollow and unconvincing. He'd said the same thing every night for the past two weeks. She watched him go, a knot forming in her stomach.

She walked over to the window, watching him disappear down the street. The air felt heavy, suffocating. She felt a burning sensation in her chest. She grabbed her phone and scrolled through her contacts, a sudden, desperate urge to reach out to someone.

She slammed the phone down, the sound echoing in the empty apartment. She hated this feeling. The feeling that she was losing control. That the ground was shifting beneath her feet.

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