The world seemed to blur around Sarah. Sheโ€™d found the phone bill, tucked away with the junk mail. A number, repeated dozens of times, belonging to a name she didnโ€™t know. Michael, her husband, claimed it was a business contact. She saw his eyes, he couldn't hold her gaze. She was sure he was lying.

She slammed the phone down on the counter. Her hands were shaking uncontrollably. Her breath hitched in her chest. She grabbed a glass of water, and took a drink, but her throat felt dry and scratchy. Years of shared history, of whispered promises, of a life built together, suddenly felt like a fragile house of cards, ready to crumble. She felt like screaming.

She thought she would be sick, so she ran to the bathroom.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229