The phone felt heavy in Sarah's hand. She’d been staring at Liam's contact information, his number, for an hour. Every time she got close to dialing, she'd retreat, her fingers clenching into fists. The memory of their meeting, or lack thereof, played on repeat in her mind like a broken record. His polite, almost clinical, response when she mentioned their shared past. “I’m afraid I don’t recall a friendship like that, ma’am.” Now, she felt a strange, prickly sensation across her skin, a desperate urge to scrub at something she couldn’t quite name. She slammed the phone down on the table, the sharp sound echoing in the silent apartment.

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