"Good luck," Chloe said, forcing a smile as she watched Ethan walk into the interview room. The words felt hollow, a practiced performance masking the turmoil inside. She remained outside, alone in the hall.

Her legs were restless, pacing back and forth, the cold tile pressing through her shoes. The air conditioning was on full blast, yet she felt a rising heat in her chest. Every minute felt like an eternity.

She recalled the numerous times they'd collaborated on projects, the easy camaraderie they'd shared. The thought of potentially losing that was a tight vise around her heart. She couldn’t shake the feeling that she was witnessing the closing of a door.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228