The hospital room was stuffy, filled with the scent of disinfectant and anxiety. She’d been waiting for this moment for hours. She had just said goodbye to her terminally ill father. A text intended for her sister, the message: “I don’t know how I’ll get through this.” She had accidentally sent it to her father.

Her vision blurred. The image of the text on her father's phone played over and over in her head. She was a wreck. How could she have made such a mistake?

She stood up, her legs wobbly. She pressed her hands against her mouth, trying to hold back the sobs that threatened to overwhelm her. The world spun. She took a deep breath. She had to stay strong.

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