The information slammed into her like a physical attack. "Ms. Harris, the results… they're not yours." Jessica felt her stomach clench. Her vision blurred. She felt a sudden need to retreat, to disappear.

She wanted to laugh, to cry, to do anything to break free from the suffocating grip of the moment. Her breath came in ragged bursts. She stood up abruptly, knocking over her chair, which clattered to the floor.

Her hands shook uncontrollably as she grabbed her coat. She didn't say goodbye, she just turned and fled the room, the doctor's confused voice trailing after her. Outside, the world seemed both vibrant and menacing, a stark contrast to the sterile interior she had just left.

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