Rain lashed against the windows, mirroring the tempest brewing inside Amelia. She chewed on the inside of her cheek, a nervous habit she hadn't realized she’d picked up. The incessant drips and drabs of the leaky faucet in the bathroom only intensified the pressure in her temples. She’d found the phone bill earlier that day, listing multiple calls to an unknown number. Later, she heard Ben speaking in a low voice and, when she entered the room, he fell silent, quickly ending his call. Her breaths came in shallow gasps. She squeezed her eyes shut, trying to contain the growing tide of anxiousness.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169