"No, I can't," Martha choked out the words, her voice wavering. She couldn’t bring herself to do it. Her ex-husband's threats, the constant pressure to give up her hard-won independence – it was all too much. She’d been on the verge of collapsing for days.

She found the wallet in the elevator, a dark, expensive-looking thing. It felt hot in her hand. Inside was more money than she’d ever seen. She stared at it, her mind racing, the world spinning. Would this money solve everything? Could she finally be free?

She felt a sob rise in her throat, a sharp, ragged sound. The walls seemed to close in. The lift continued upwards. She needed to tell someone. She couldn't do this by herself.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229